Qwen3.8-Flash-Next
5918 records across 50 hardware.
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1640.9 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1628.3 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1493.9 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1491.0 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 1471.0 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 1457.2 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1293.8 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1282.8 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1215.2 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1214.0 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1176.1 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 1175.5 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 975.3 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 964.1 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 854.7 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 836.4 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 831.4 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 817 | – | – | – | – | 2026-10-07 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 718 | – | – | – | – | 2026-10-07 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 684.5 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 654.0 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 653.9 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 643.8 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 642.5 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 632.2 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 491.2 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 475.5 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 462.0 | – | – | – | 8192 | 2026-10-02 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 443.5 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 417.0 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 397.2 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 395 | – | – | – | – | 2026-10-07 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 379.1 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 348.6 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 348.5 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 284.4 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 267.4 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 253.8 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 236.1 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 235.6 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | Strata | 221 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | llama.cpp (CUDA) | 218 | – | – | – | tg128 | 2026-10-04 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | llama.cpp (CUDA) | 210 | – | – | – | tg128 | 2026-10-04 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | Strata | 209 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 193.6 | 5598.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 185.0 | 5579.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 182.3 | 3269.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | llama.cpp (CUDA) | 180 | – | – | – | tg128 | 2026-10-04 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 177.2 | 5654.0 | – | – | 16384 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 174.4 | 3909.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 173.5 | 6203.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 172.4 | 4916.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 169.5 | 5610.0 | – | – | 16384 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 168.9 | 5755.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 168.9 | 5755.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 165.9 | 4723.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 164.9 | 3888.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 163.7 | 2748.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 163.2 | 3732.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 161.6 | 5655.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 161.3 | 5628.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 160.7 | 3048.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 160.7 | 3048.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 160.3 | 3672.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 160.1 | 5659.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 159.8 | 3010.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 159.1 | 5658.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 159.0 | 2627.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 159.0 | 2627.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.9 | 5647.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.8 | 5664.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.7 | 6320.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.6 | 2571.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.6 | 2571.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.3 | 3880.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 158.2 | 2818.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 157.7 | 5081.0 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 157.4 | 6199.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| RTX PRO 6000 Blackwell Workstation Edition | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | 157.33 | – | – | – | – | 2026-10-12 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 157.2 | 5335.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 157.0 | 5658.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 156.9 | 2848.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 156.9 | 2734.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 156.6 | 5644.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 156.4 | 6009.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 155.9 | 2623.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| RTX PRO 6000 Blackwell Workstation Edition | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | 155.87 | – | – | – | – | 2026-10-12 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 155.5 | 5937.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 155.5 | 5937.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 155.3 | 5636.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 155.0 | 5477.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 154.7 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 154.6 | 2651.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 154.6 | 3629.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 154.6 | 2530.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 154.3 | 3159.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 154.2 | 2960.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 154.2 | 2960.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 153.9 | 6039.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 153.8 | 403.3 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 153.7 | 2304.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 153.5 | 5663.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 153.1 | 3005.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 152.7 | 5673.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 152.6 | 3092.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 152.6 | 3092.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 152.3 | 4904.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 151.6 | 2820.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 151.4 | 2441.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 151.3 | 3268.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.8 | 3864.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.5 | 3077.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.5 | 5231.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 150.5 | 2511.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.4 | 2519.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.1 | 4881.0 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 150.1 | 5676.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 150.1 | 2431.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 149.6 | 5983.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 149.6 | 5983.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 149.5 | 2470.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 149.5 | 3286.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 149.4 | 2057.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 149.2 | 5870.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 149.1 | 5663.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 149.1 | 4917.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 148.7 | 5634.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 148.7 | 2480.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 148.5 | 3990.0 | – | – | 8192 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 148.1 | 4661.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 148.1 | 2440.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 148.0 | 5558.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 148.0 | 2453.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.7 | 5627.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 147.7 | 2283.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 147.7 | 2283.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.6 | 6273.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.6 | 6273.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 147.4 | – | – | – | 60000 | 2026-10-02 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.3 | 6265.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.3 | 6265.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 147.0 | 2745.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 146.8 | – | – | – | 8192 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.5 | 4910.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.5 | 4910.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.5 | 4921.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 146.4 | 5691.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.3 | 2493.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.1 | 4923.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 146.1 | 4428.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 146.1 | 3868.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 146.0 | 5572.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 145.5 | 2997.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 145.5 | 3907.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 145.3 | 5509.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 145.2 | 2463.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 144.9 | 2431.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.9 | 6317.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 144.8 | – | – | – | 60000 | 2026-10-02 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.7 | 2992.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.6 | 2933.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 144.6 | 4035.0 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.4 | 5001.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 144.3 | 2281.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.2 | 6056.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.2 | 6056.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 144.1 | 2890.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 143.7 | 3918.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 143.3 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.8 | 3887.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.7 | 5515.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.7 | 5843.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.6 | 5581.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.6 | 2777.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.4 | 4976.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.4 | 4976.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.4 | 2687.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.4 | 5664.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 142.4 | 5664.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 142.1 | 2299.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 142.0 | 3312.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.9 | 5471.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.7 | 5648.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.7 | 5648.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 141.6 | 4667.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 141.6 | 4667.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.4 | 5912.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.4 | 5912.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.4 | 6298.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.4 | 6298.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.3 | 5491.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.2 | 5523.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 141.1 | 4926.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.8 | 4958.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.8 | 2426.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.5 | 820.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.3 | 4836.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.2 | 5122.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.2 | 3661.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.2 | 3661.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.2 | 1360.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.2 | 3273.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.1 | 6224.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.1 | 3918.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 140.1 | 3918.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | Strata | 140 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.0 | 1742.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 140.0 | 2223.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.6 | 2960.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.6 | 5511.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.5 | 3698.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.4 | 5537.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.4 | 4829.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.3 | 5630.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 139.1 | 2488.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.0 | 5800.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.0 | 3121.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 139.0 | 6332.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.8 | 5541.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.7 | 4470.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.7 | 6098.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.4 | 3307.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.4 | 5341.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.4 | 6107.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.4 | 6107.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.3 | 2507.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 138.3 | 3920.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.3 | 3274.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.3 | 2327.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.2 | 4449.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.1 | 4468.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.1 | 4468.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 138.1 | 819.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.9 | 6051.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.8 | 2751.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.8 | 2751.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.8 | 4682.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.8 | 5527.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.7 | 6089.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 137.7 | 2465.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.6 | 5614.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.5 | 5645.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.4 | 5534.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.1 | 4892.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 137.0 | 5103.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.8 | 1387.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 136.7 | 2477.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.5 | 5533.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.5 | 5533.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.5 | 5638.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.5 | 6289.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.4 | 5096.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.3 | 5636.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.3 | 4695.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 136.3 | 4588.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 136.3 | 2387.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 136.2 | 4494.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.8 | 4818.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 135.8 | 4937.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.8 | 5286.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 135.7 | 3270.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.6 | 4086.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.6 | 4086.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.5 | 4718.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 135.2 | 2472.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 135.2 | 2472.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.2 | 6297.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.1 | 5529.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 135.1 | 4474.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.0 | 6049.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.0 | 6127.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 135.0 | 6127.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.8 | 5510.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 134.7 | 4864.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 134.4 | 4942.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.3 | 2850.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.3 | 5998.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.3 | 5998.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 134.3 | 3039.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 134.3 | 4946.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.2 | 3028.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.1 | 5541.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 134.0 | 4424.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 134.0 | 2471.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.9 | 4827.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.8 | 2249.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.7 | 4658.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.7 | 2548.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.7 | 2464.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.7 | 2111.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.5 | 5599.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.5 | 2471.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.4 | 4114.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.4 | 1914.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.4 | 4501.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.3 | 4832.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 133.3 | 4832.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.3 | 3950.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.1 | 6015.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 133.1 | 5678.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 133.0 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.9 | 4290.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.9 | 4499.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.7 | 4905.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.7 | 3073.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.7 | 4852.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.7 | 4962.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.6 | 4837.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.5 | 2458.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.5 | 1805.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.4 | 5466.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.4 | 4860.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.3 | 3212.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.3 | 4826.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.1 | 5076.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.1 | 5076.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 132.1 | 4928.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 132.0 | 4658.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.9 | 2873.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.9 | 6064.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.9 | 6254.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.9 | 6254.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.8 | 5091.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.7 | 5998.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.7 | 5998.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.6 | 5712.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.6 | 5712.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.6 | 4439.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.5 | 5664.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.5 | 5243.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.5 | 4490.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.4 | 2768.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.4 | 4445.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.3 | 2008.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.3 | 2008.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.3 | 4729.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.3 | 4729.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 131.1 | 5524.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.1 | 4835.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.1 | 4502.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 131.0 | 4300.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 130.9 | 5111.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 130.9 | 4836.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 130.8 | 6111.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 130.7 | 3267.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 130.4 | 4936.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.9 | 4833.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.9 | 3148.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.8 | 1995.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.8 | 1995.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.6 | 5510.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.6 | 5304.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.4 | 2490.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.4 | 5542.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.4 | 4166.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 129.3 | 496.2 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.2 | 4784.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.1 | 4761.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 129.0 | 4788.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.9 | 1909.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.9 | 3249.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.8 | 3901.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.7 | 4836.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 128.6 | 5539.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 128.6 | 6123.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 128.4 | 4621.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 128.3 | 5544.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 128.3 | 5544.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.1 | 3970.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.1 | 3970.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 128.0 | 4880.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 127.7 | 3976.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.6 | 5631.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.5 | 5790.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.5 | 5553.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 127.3 | 1890.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 127.3 | 1890.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 127.2 | 4856.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.1 | 3076.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.0 | 5646.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 127.0 | 2754.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 126.8 | 4422.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.8 | 5180.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.8 | 5175.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 126.7 | 4830.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.5 | 4494.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.4 | 5547.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.2 | 3909.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.2 | 6296.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.2 | 6296.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 126.1 | 4762.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 126.1 | 4874.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 126.0 | 6229.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.7 | 4689.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.6 | 3290.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.6 | 3264.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 125.5 | 5880.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.5 | 1949.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.5 | 1949.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.5 | 2013.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 125.4 | 5527.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.4 | 4138.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 125.4 | 4138.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 125.1 | 4846.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 125.1 | 2763.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 125.0 | 1288.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 124.9 | 2445.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 124.7 | 4853.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.7 | 6103.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.6 | 2951.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.6 | 5782.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.6 | 5782.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.6 | 961.6 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.5 | 3231.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.4 | 5175.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.3 | 844.9 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 124.3 | 4955.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 124.2 | 3562.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 124.1 | 4753.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 124.1 | 3222.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.9 | 5941.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 123.7 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.7 | 5475.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.7 | 5475.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.7 | 4720.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.6 | 525.1 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 123.6 | 3755.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 123.5 | 4580.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.4 | 3778.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 123.1 | 5644.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 123.1 | 4599.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.9 | 2742.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.9 | 2742.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.9 | 4832.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.9 | 4583.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.9 | 4583.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.8 | 4750.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.8 | 4750.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.8 | 3572.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.7 | 2979.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.7 | 3144.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.5 | 3889.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.4 | 5665.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.4 | 4141.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.3 | 1104.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.3 | 1104.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.3 | 1104.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.3 | 1104.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.2 | 4670.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.2 | 4848.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.2 | 4332.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 122.1 | 2743.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 122.1 | 4546.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 121.9 | 1390.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 121.9 | 1390.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 121.8 | 5575.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 121.7 | 4115.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 121.6 | 3328.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 121.4 | 4480.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 121.1 | 4093.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 121.0 | 6233.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 120.8 | 2650.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.7 | 4477.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 120.6 | 5654.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.5 | 4107.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 120.5 | 2752.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 120.5 | 2752.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.5 | 2062.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.4 | 4136.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.2 | 4863.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.1 | 3389.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 120.1 | 3389.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 119.9 | 4859.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 119.9 | 1339.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 119.7 | 2961.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.6 | 4585.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.6 | 4161.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.6 | 4161.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.5 | 4856.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 119.3 | 2700.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 119.2 | 6271.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.1 | 1851.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 119.1 | 1851.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.8 | 4455.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 118.4 | 5514.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 118.4 | 5542.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 118.4 | 5542.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.4 | 3512.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.4 | 3512.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.4 | 4782.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.4 | 4821.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.3 | 4092.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 118.3 | 4092.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 118.2 | 5062.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 117.6 | 3325.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 117.5 | 5695.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 117.4 | 3992.0 | – | – | 8192 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 117.3 | 5338.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 117.1 | 2420.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 116.9 | 4803.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 116.9 | 5923.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.8 | 4480.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.8 | 4939.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.7 | 4781.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.6 | 3350.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.6 | 3350.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 116.5 | 5838.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 116.5 | 3526.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 115.7 | 2694.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 115.7 | 2512.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 115.5 | 3918.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 115.5 | 3918.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 115.2 | 3971.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 115.0 | 3439.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.8 | 4444.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.6 | 2607.0 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.5 | 2667.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.5 | 4950.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.3 | 4613.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.3 | 1473.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 114.3 | 1406.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.3 | 3571.0 | – | – | 4096 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.2 | 2027.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.2 | 2027.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.2 | 4633.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.1 | 5298.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.1 | 4453.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 114.1 | 5364.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-M | Strata | 114 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.0 | 3881.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.0 | 3881.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 114.0 | 3909.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.9 | 4241.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 113.8 | 4538.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.8 | 5330.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.8 | 4659.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.8 | 4659.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 113.8 | 4596.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.7 | 5645.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 113.7 | 4131.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.5 | 2406.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.5 | 2613.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.5 | 5355.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 113.4 | 2737.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 113.2 | 4446.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.1 | 5561.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.1 | 5561.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.1 | 5332.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.1 | 4624.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 113.1 | 1826.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | llama.cpp (CUDA) | 113 | 3000 | – | – | tg128 | 2026-10-04 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.9 | 1973.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.8 | 5596.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.7 | 4673.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.7 | 4096.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.7 | 4096.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.7 | 2491.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.7 | 1406.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.6 | 4237.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 112.6 | 4237.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.3 | 4081.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.3 | 3295.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.0 | 3966.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 112.0 | 3966.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.9 | 5322.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.9 | 4891.0 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.9 | 5356.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.9 | 4644.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.8 | 873.7 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.7 | 4916.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.7 | 4916.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.7 | 3980.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.7 | 1451.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.7 | 1451.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.6 | 4075.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.5 | 5298.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.4 | 4615.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.2 | 2339.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.2 | 3776.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.2 | 3776.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 111.1 | 1057.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 111.0 | 4696.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 111.0 | 2716.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.9 | 2710.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.8 | 5522.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.8 | 5522.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.8 | 3905.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.8 | 3905.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.7 | 1060.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.6 | 3899.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.6 | 3899.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.6 | 2498.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.5 | 2963.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.5 | 2963.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 110.3 | 4147.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.3 | 3557.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 110.2 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| RTX PRO 6000 | Qwen3.8-Flash-Next | unspecified | vLLM | 110.2 | – | – | – | tg1024 | 2026-10-01 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.2 | 5673.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.2 | 5356.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.1 | 5827.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.1 | 2920.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.1 | 2920.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 110.1 | 3737.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.0 | 3970.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 110.0 | 3970.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 109.9 | 2343.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.9 | 4876.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.9 | 4527.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.9 | 4527.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.8 | 3944.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.8 | 3516.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.8 | 3516.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.7 | 5360.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.7 | 5900.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.7 | 4080.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.6 | 4711.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.6 | 5624.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.5 | 5301.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 109.5 | 3903.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.5 | 4264.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.5 | 4264.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.3 | 5364.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.3 | 5354.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.2 | 5385.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.2 | 2862.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.1 | 5319.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.1 | 5853.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.1 | 2696.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.0 | 5358.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.0 | 5358.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 109.0 | 5343.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.8 | 5891.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.8 | 4201.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.7 | 2599.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.6 | 5364.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.6 | 5364.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 108.6 | 4166.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 108.6 | 4166.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 108.5 | 3272.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 108.2 | 2558.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 108.2 | 5023.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 108.1 | 4865.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 108.0 | 4469.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.9 | 2065.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.9 | 5922.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.9 | 5922.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 107.8 | 4108.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.6 | 5780.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.6 | 5780.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.5 | 5198.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.4 | 3934.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 107.4 | 4463.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.4 | 5913.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.3 | 6162.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 107.1 | 3908.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 107.1 | 2058.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.0 | 5838.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 107.0 | 5838.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 106.9 | 4691.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 106.9 | 4712.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.8 | 1378.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.7 | 4682.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 106.7 | 4024.0 | – | – | 16384 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.5 | 5886.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.5 | 5886.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.3 | 4730.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 106.3 | 3281.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.2 | 5379.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.2 | 4701.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 106.2 | 5243.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.1 | 1128.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.1 | 5383.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 106.1 | 914.7 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.9 | 5592.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.9 | 5592.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 105.8 | 4446.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.8 | 4716.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.7 | 1160.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.6 | 5344.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 105.6 | 4358.0 | – | – | 131072 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 105.6 | 4713.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.5 | 4696.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 105.5 | 2461.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.4 | 5619.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 105.4 | 3336.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.4 | 4520.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.3 | 5603.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 105.3 | 2066.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 105.2 | 1058.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.9 | 5011.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.9 | 1110.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.9 | 1176.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.9 | 1176.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.8 | 5849.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.8 | 4964.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.7 | 4469.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.7 | 4078.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.6 | 2930.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.6 | 2930.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.6 | 4481.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.5 | 3917.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.5 | 5767.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.5 | 5767.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.5 | 1103.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.5 | 1103.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.5 | 1103.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 104.4 | 2702.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.4 | 5904.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.4 | 4817.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.4 | 4717.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 104.3 | 4622.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.3 | 5893.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.2 | 5123.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.1 | 1073.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 104.1 | 1073.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.9 | 5151.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.9 | 1416.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.9 | 1416.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.9 | 1178.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.8 | 4834.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 103.8 | 4654.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 103.8 | 4715.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.7 | 1172.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.7 | 1172.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.6 | 4380.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 103.6 | 4433.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 103.5 | 4707.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 103.3 | 4501.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 103.3 | 4613.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 103.1 | 4709.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 103.0 | 1182.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 102.9 | 4649.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 102.9 | 4710.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.6 | 2585.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.6 | 1147.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.5 | 5353.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.5 | 5353.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 102.5 | 4649.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.5 | 3593.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 102.5 | 3364.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.4 | 1412.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 102.4 | 5320.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.3 | 4420.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.3 | 4420.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.3 | 2673.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.3 | 1406.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.2 | 1394.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.1 | 5648.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.1 | 1155.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 102.1 | 4476.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 102.1 | 3624.0 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 102.0 | 4492.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 102.0 | 4627.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.9 | 3098.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.9 | 3098.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.7 | 3536.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.7 | 1865.0 | – | – | 4096 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.6 | 4342.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.5 | 5644.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.5 | 5015.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.5 | 2692.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.5 | 4668.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.5 | 1192.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.4 | 4453.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.4 | 5022.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.4 | 4529.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.4 | 4529.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 5389.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 5389.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 5181.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.3 | 4178.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.3 | 4178.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 1050.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 1050.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 101.3 | 4700.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 1384.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.3 | 1384.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.0 | 5185.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.0 | 5185.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 101.0 | 4685.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.9 | 1385.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 100.9 | 5084.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.9 | 1994.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.8 | 1043.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.8 | 1043.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 100.8 | 1048.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 100.8 | 1181.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 100.7 | 1406.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.7 | 1079.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.7 | 4712.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.6 | 1428.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.6 | 6028.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.5 | 4452.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.5 | 4452.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.5 | 4690.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.5 | 4690.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.4 | 2906.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.4 | 1422.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.2 | 5738.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.2 | 1769.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.2 | 4502.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.1 | 4468.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.1 | 4468.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.1 | 5094.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.1 | 5094.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 100.1 | 4454.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.1 | 1975.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 100.0 | 5704.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.9 | 2908.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.9 | 5624.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.9 | 4140.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 99.8 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 99.8 | 4339.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.8 | 4480.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.7 | 1375.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 99.6 | 4689.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.5 | 1160.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 99.4 | 1015.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 99.4 | 1015.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.4 | 5719.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.3 | 4579.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.3 | 4579.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.3 | 1385.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.3 | 1385.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.3 | 1959.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.2 | 5297.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.1 | 3913.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.1 | 4526.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.1 | 4389.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.1 | 4389.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 99.1 | 4529.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 99.0 | 3999.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 98.7 | 1832.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 98.7 | 3810.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 98.7 | 4668.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 98.7 | 4584.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 98.6 | 4721.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 98.5 | 1992.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 98.2 | 5562.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 98.0 | 1110.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 97.9 | 2593.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 97.9 | 1026.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 97.9 | 1026.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 97.8 | 4314.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.8 | 2098.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.6 | 1169.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 97.6 | 1327.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.6 | 2398.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 97.5 | 4376.0 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.4 | 5216.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.3 | 4477.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 97.3 | 2668.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 97.3 | 2668.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 97.3 | 2668.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 97.3 | 2674.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.2 | 5674.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.2 | 1051.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.2 | 2916.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 1095.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 1377.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 1377.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 1377.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 1377.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.1 | 2585.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 97.0 | 3533.0 | – | – | 131072 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.0 | 5185.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 97.0 | 1006.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 97.0 | 5730.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.9 | 1392.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.9 | 1392.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.8 | 5175.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.8 | 877.6 | – | – | 1024 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.7 | 1146.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.7 | 1626.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.7 | 1125.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.6 | 3823.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.6 | 5144.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.6 | 5382.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.6 | 5692.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.6 | 5692.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.5 | 4343.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 96.4 | 1715.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 96.4 | 1523.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 96.4 | 1691.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 96.4 | 1691.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 96.4 | 4480.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.4 | 1354.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 96.4 | 1115.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.4 | 3017.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.3 | 3169.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.3 | 5674.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.3 | 3991.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.3 | 3991.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.3 | 1201.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 96.3 | 5228.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.2 | 3821.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.2 | 3821.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 96.2 | 1140.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.1 | 1366.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 96.1 | 1048.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.0 | 3809.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.0 | 3809.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.0 | 4000.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 96.0 | 4000.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 96.0 | 1357.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.8 | 2882.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.8 | 2008.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.7 | 1379.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.7 | 1379.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.6 | 1056.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.6 | 3989.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.6 | 1409.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.5 | 4519.0 | – | – | 199680 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.5 | 1889.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.5 | 2509.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.4 | 4653.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.4 | 5203.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.4 | 5176.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.3 | 1931.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.2 | 1379.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.2 | 1379.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 95.2 | 3894.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.1 | 3985.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.1 | 3985.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 95.1 | 1241.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 95.0 | 3811.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.0 | 5657.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.0 | 5657.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.0 | 905.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 95.0 | 709.6 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.9 | 1689.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 94.8 | 4074.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.8 | 4081.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.8 | 1436.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.8 | 1182.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.8 | 1437.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.5 | 4477.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.5 | 700.3 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.4 | 5657.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.4 | 5657.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.3 | 1187.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.3 | 1138.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.2 | 867.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.2 | 2778.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 94.2 | 4452.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.2 | 1220.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 94.2 | 1220.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.1 | 3808.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.1 | 3808.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.1 | 4650.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.0 | 1355.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 94.0 | 1355.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.9 | 4366.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.9 | 1880.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 93.9 | 2849.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 93.9 | 2849.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 93.9 | 2849.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.9 | 1955.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 93.7 | 4685.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.7 | 5184.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.7 | 5184.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 93.6 | 1207.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.5 | 1419.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.5 | 1384.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.5 | 817.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.4 | 914.9 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 93.4 | 3814.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.4 | 1373.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.4 | 1373.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.4 | 1373.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.4 | 1373.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 93.3 | 3541.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 93.3 | 4322.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.2 | 1876.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.2 | 1414.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.2 | 1414.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.1 | 1428.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.1 | 2865.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 93.1 | 1081.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.9 | 1381.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.8 | 5191.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.7 | 5653.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.7 | 1073.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.7 | 1073.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 92.7 | 4095.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.6 | 1080.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.6 | 2132.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.6 | 2132.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.6 | 868.5 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.4 | 1201.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.3 | 4096.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.3 | 4096.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.2 | 5202.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.2 | 1414.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.2 | 4505.0 | – | – | 199680 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.1 | 4558.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.1 | 2002.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 92.1 | 2002.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.1 | 1371.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.1 | 1371.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.1 | 1402.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.0 | 5218.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 92.0 | 2100.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.9 | 2007.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.9 | 2007.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.9 | 1165.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 91.8 | 4319.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.8 | 5717.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.7 | 1238.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.7 | 1897.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.6 | 2021.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.6 | 2021.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.5 | 4528.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.5 | 1331.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.5 | 1331.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.5 | 1331.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.5 | 1331.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.5 | 1352.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 2124.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.4 | 4150.0 | – | – | 199680 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 846.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 1110.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 1110.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 1110.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.4 | 1110.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.4 | 4532.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.3 | 1254.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.3 | 1254.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 91.2 | 1207.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.1 | 3984.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.1 | 3984.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.0 | 5186.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 91.0 | 4336.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.0 | 917.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 91.0 | 902.4 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 91.0 | 2672.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 5228.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 1227.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 1275.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 1391.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 2541.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.9 | 2541.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.8 | 1142.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.8 | 1006.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.8 | 2144.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.7 | 1058.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.6 | 1210.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.6 | 2162.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.5 | 4560.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.5 | 4560.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.5 | 1057.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.4 | 1323.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.4 | 1085.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.4 | 1085.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.4 | 1270.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.4 | 1333.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.4 | 1353.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 90.4 | 1353.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.3 | 5226.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.3 | 1359.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 90.3 | 1368.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.3 | 5651.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.3 | 4678.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.3 | 1156.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.2 | 5193.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.2 | 5193.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.2 | 2342.0 | – | – | 65536 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 4314.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 1021.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 90.2 | 1021.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.0 | 1265.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 90.0 | 2686.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.9 | 4563.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.8 | 4505.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.8 | 2458.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.8 | 1826.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.8 | 3109.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.7 | 1142.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.7 | 5655.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.7 | 1068.0 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.6 | 4515.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.5 | 5407.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.5 | 1165.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.5 | 1371.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.5 | 1353.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 89.5 | 1353.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | IQ3_S | llama.cpp (Metal) | 89.4 | – | – | – | 32000 | 2026-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.4 | 5139.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.4 | 2137.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.3 | 5376.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.3 | 5376.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.3 | 5207.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 89.3 | 2517.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.3 | 1064.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.3 | 2475.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 4624.0 | – | – | 131072 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 5148.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 5378.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 1078.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 4855.0 | – | – | 199680 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.2 | 1072.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.1 | 2619.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.1 | 1188.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.1 | 2135.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.1 | 4713.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.0 | 1112.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.0 | 5728.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 89.0 | 5728.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1217.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1375.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1375.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1375.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1375.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2155.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2155.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2155.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2155.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2155.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 1350.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.9 | 2050.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.8 | 1188.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 88.8 | 1057.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.8 | 1109.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.8 | 1109.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.7 | 1203.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.6 | 2577.0 | – | – | 32768 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.6 | 4334.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.6 | 1991.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.6 | 1152.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.5 | 4324.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.5 | 4562.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.5 | 2177.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.4 | 1411.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.4 | 4699.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 88.3 | 1364.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 88.3 | 1364.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 88.3 | 1364.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.3 | 1063.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.2 | 4760.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.2 | 2515.0 | – | – | 32768 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.2 | 1046.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.2 | 659.7 | – | – | 4096 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 88.2 | 1339.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.2 | 2860.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.1 | 5457.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.1 | 5457.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.1 | 1411.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 88.1 | 4049.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 88.1 | 4049.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.1 | 661.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 88.0 | 564.2 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 88.0 | 4749.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.9 | 4368.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.9 | 1019.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.8 | 2519.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.8 | 4210.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.8 | 1149.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 650.7 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 650.7 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 1123.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 1123.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 1123.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 1123.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 2742.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.7 | 899.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.6 | 1143.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.6 | 3014.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.5 | 2488.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.4 | 4629.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.4 | 4232.0 | – | – | 199680 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.4 | 811.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 87.3 | 3133.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 4340.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 4340.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 1085.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 1060.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 1060.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 2576.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 87.2 | 1062.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 1648.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.2 | 1648.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.2 | 2921.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.1 | 4539.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.1 | 4586.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.0 | 2384.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.0 | 1136.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.0 | 1136.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 87.0 | 4582.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 87.0 | 897.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.9 | 2112.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.9 | 905.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.8 | 1470.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.8 | 2674.0 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 86.8 | 846.8 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.8 | 2753.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.7 | 4725.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.7 | 1324.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 86.7 | 1137.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 86.7 | 1137.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.7 | 1147.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 4347.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 1235.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 1220.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 86.6 | 1316.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 2870.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.6 | 4106.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.6 | 4106.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 1199.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 1204.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.6 | 1204.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.5 | 4529.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.4 | 1373.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.3 | 1273.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.3 | 1326.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.2 | 2477.0 | – | – | 8192 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.2 | 2469.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.1 | 1095.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.1 | 1406.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.1 | 1406.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.1 | 1732.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 86.1 | 4017.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 86.0 | 1415.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 5709.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3632.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3632.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3620.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 4100.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3620.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 4100.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3617.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 3617.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 4167.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 86.0 | 4167.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 2379.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 86.0 | 1336.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 2934.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 2486.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 1373.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 86.0 | 1373.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 85.9 | 700.3 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.7 | 4164.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.7 | 4164.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.7 | 1251.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.7 | 1379.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.7 | 1407.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.7 | 2525.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.7 | 711.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 85.6 | 1332.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.6 | 1064.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.6 | 2909.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.6 | 1145.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.5 | 4348.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.5 | 2814.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.5 | 4588.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.4 | 963.2 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.3 | 2100.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.3 | 985.9 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.3 | 1755.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.3 | 1086.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.3 | 1086.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.3 | 2023.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 1109.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 1061.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 2301.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 1052.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 85.2 | 579.4 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 1265.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.2 | 801.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 2351.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.2 | 2430.0 | – | – | 8192 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.1 | 4090.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.1 | 4090.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.1 | 2124.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.1 | 1182.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.1 | 2927.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.1 | 1350.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.1 | 1350.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.0 | 4072.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.0 | 2038.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.0 | 1394.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.0 | 1394.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 85.0 | 1196.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 85.0 | 4271.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 85.0 | 4584.0 | – | – | 199680 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.9 | 5195.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.9 | 4354.0 | – | – | 199680 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.8 | 1005.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.8 | 2415.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.8 | 1367.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.8 | 1367.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.7 | 2421.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.7 | 4342.0 | – | – | 199680 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.7 | 1207.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.6 | 1046.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.6 | 4575.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.6 | 1339.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| MI355X | Qwen3.8-Flash-Next | MXFP4 | vLLM | 84.5 | – | – | – | 61440 | 2026-10-13 | sourced | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.5 | 2652.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.5 | 3711.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.5 | 2633.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.5 | 2195.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.5 | 2606.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.5 | 1378.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.4 | 1042.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.4 | 1042.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.4 | 3544.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.4 | 1766.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.4 | 1766.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.4 | 2614.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.4 | 2778.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.3 | 1107.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.3 | 1107.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.3 | 1107.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.3 | 4108.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.3 | 4108.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.3 | 765.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.3 | 1196.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.3 | 2072.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.3 | 2072.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.3 | 1230.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.2 | 2453.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.2 | 2453.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.2 | 2453.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.2 | 693.6 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.1 | 2403.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 84.1 | 4192.0 | – | – | 199680 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.1 | 2044.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.1 | 1239.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 84.1 | 1324.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.1 | 1091.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.1 | 890.5 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.0 | 1128.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.0 | 2110.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 84.0 | 1639.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 84.0 | 4588.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.9 | 1818.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.9 | 3710.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.9 | 1143.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.9 | 1260.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.8 | 1986.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.8 | 1376.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.8 | 1376.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.8 | 1376.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.8 | 2093.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.8 | 4577.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.8 | 1364.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 83.7 | 932.1 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.7 | 4095.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.7 | 4095.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.7 | 1302.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.7 | 1283.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.6 | 1043.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.5 | 4340.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.5 | 4340.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.5 | 1094.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 1399.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 1399.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 2508.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 2508.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 2484.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 1386.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 2336.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 2174.0 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 1104.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.4 | 1058.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.2 | 1276.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.2 | 1423.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.2 | 1423.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.2 | 2330.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 83.2 | 1995.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.2 | 4242.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 83.1 | 802.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.1 | 1386.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 83.1 | 2754.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.1 | 3037.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 2116.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 2077.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.0 | 3891.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 83.0 | 3891.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 3531.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 1269.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 1038.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 1159.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 83.0 | 1159.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.9 | 954.8 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.9 | 954.8 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.9 | 1182.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.9 | 4058.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.9 | 1140.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.9 | 1140.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 1996.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 1198.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.8 | 1100.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.8 | 1037.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.8 | 1321.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 1055.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 1079.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 1093.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.8 | 2561.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.8 | 1108.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.7 | 2542.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.7 | 2438.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 2385.0 | – | – | 65536 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 82.6 | 700.5 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 1369.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 1369.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 1369.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 348.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 2048.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 82.6 | 3533.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 1104.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 2423.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.6 | 2582.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.5 | 1373.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.5 | 4517.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.5 | 1249.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.5 | 1051.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 82.5 | 1051.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.4 | 905.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.3 | 2371.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.3 | 4106.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.3 | 1365.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.3 | 1049.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.2 | 1315.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 82.2 | 1098.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.2 | 4098.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.2 | 4098.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.2 | 1122.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 4364.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 2355.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 1078.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 1060.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.1 | 4846.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 1065.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 1265.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.1 | 2519.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 82.0 | 3712.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 2465.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 2465.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 2465.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 2465.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 2022.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 1971.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 82.0 | 4381.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 1384.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 1384.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 924.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 924.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 2218.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 1755.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 390.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.9 | 823.4 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.9 | 2632.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.8 | 419.4 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.8 | 751.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.8 | 1368.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.7 | 2321.0 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.7 | 1929.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.7 | 1022.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.7 | 3702.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.7 | 3702.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 81.7 | 2175.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 81.7 | 2175.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.7 | 1169.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.7 | 2587.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 81.6 | 4204.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.6 | 1079.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.5 | 1411.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.5 | 1411.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.5 | 2125.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.5 | 1817.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.5 | 1195.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 81.5 | 895.1 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.4 | 998.1 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.4 | 1313.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.4 | 3418.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.4 | 2461.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.4 | 1372.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 2379.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 2728.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 2575.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 2575.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 1789.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 81.3 | 1313.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.3 | 826.5 | – | – | 16384 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.2 | 1376.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.2 | 1327.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.2 | 1327.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.2 | 4861.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 81.1 | 3882.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 1357.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 81.1 | 1830.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 81.1 | 1830.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 2768.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 824.3 | – | – | 16384 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 1056.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 1348.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.1 | 2287.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.0 | 2657.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.0 | 1109.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 81.0 | 1172.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.0 | 609.3 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.0 | 2397.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 81.0 | 2413.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.9 | 1129.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.9 | 1176.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 80.9 | 1044.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.9 | 1110.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.9 | 1110.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.9 | 4854.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 1175.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 1069.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 1046.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 1099.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 2632.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 2632.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 2453.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.8 | 3403.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 2558.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 411.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.8 | 1920.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 737.5 | – | – | 1024 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.7 | 4187.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 610.7 | – | – | 1024 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 1379.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 1374.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 2545.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.7 | 4585.0 | – | – | 199680 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.7 | 2504.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.5 | 5497.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.5 | 1977.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.5 | 619.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.5 | 2506.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.5 | 1188.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.4 | 635.2 | – | – | 1024 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 80.4 | 1102.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 80.4 | 1102.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.4 | 1051.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 4736.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 1832.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 1070.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 2355.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 921.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.3 | 1431.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 739.3 | – | – | 1024 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 80.2 | 2439.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 80.2 | 2439.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 824.2 | – | – | 16384 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 824.2 | – | – | 16384 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 1141.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 2668.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.2 | 2050.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 2369.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.1 | 1068.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.1 | 1068.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 1063.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 1240.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 837.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 2767.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 2767.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 1852.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.1 | 1721.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 80.0 | 1652.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.0 | 809.1 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.0 | 4099.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.0 | 4099.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 80.0 | 3867.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 80.0 | 1091.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1616.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1616.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 695.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1935.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1930.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1055.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.9 | 4296.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 1387.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.9 | 2128.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.8 | 1676.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.8 | 2461.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.8 | 915.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.8 | 4649.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.8 | 3903.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 79.8 | 2165.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.8 | 1802.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.8 | 2084.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.8 | 2084.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.7 | 3088.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.7 | 4221.0 | – | – | 199680 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.7 | 2062.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 79.6 | 1019.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 79.6 | 1019.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.6 | 2460.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.6 | 2443.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.6 | 2443.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 79.6 | 1816.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.5 | 2407.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.5 | 1071.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.5 | 1046.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 79.5 | 2415.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 79.5 | 2415.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.5 | 1833.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.4 | 4749.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.4 | 1744.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.4 | 3710.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.4 | 3710.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.4 | 3877.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.4 | 1081.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 79.3 | 1703.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.3 | 1097.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.3 | 1097.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.3 | 1419.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 79.2 | 1054.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 79.2 | 1054.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.2 | 1177.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.2 | 1177.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.2 | 1173.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.2 | 2482.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 79.2 | 2342.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 79.2 | 2342.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.2 | 1082.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 914.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 914.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 2692.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 79.1 | 1087.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 1127.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 1127.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 2127.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 2014.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.1 | 1374.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.0 | 3716.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 79.0 | 3716.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.0 | 829.9 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 79.0 | 829.9 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.9 | 1003.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.9 | 704.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.9 | 704.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.9 | 1931.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.8 | 3921.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.8 | 2412.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2592.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 78.7 | 3074.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2327.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2327.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2327.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2327.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2327.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1423.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 2551.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3e | oMLX | 78.7 | 809.3 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.7 | 1230.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.6 | 1059.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.6 | 1428.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 78.6 | 1054.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.6 | 1098.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | IQ3_S | llama.cpp (Metal) | 78.5 | – | – | – | 32000 | 2026-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.5 | 1198.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.5 | 1288.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.5 | 2279.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.5 | 608.3 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.5 | 1707.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.5 | 1259.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.4 | 335.2 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.4 | 335.2 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.4 | 1057.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.4 | 3889.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.4 | 2111.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.3 | 830.2 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 78.3 | 2573.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 78.3 | 2573.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 78.3 | 2573.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 78.3 | 2347.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.2 | 2525.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.2 | 1840.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 1340.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.1 | 2660.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 4189.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.1 | 3834.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.1 | 3834.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.1 | 3126.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.1 | 3126.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.1 | 1154.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 78.1 | 2551.0 | – | – | 32768 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.1 | 1411.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 1357.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.1 | 1357.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 78 | – | – | – | 256 | 2026-09 | community | – | source |
| M4 Max (128 GB) | Qwen3.8-Flash-Next | 4-bit experts, 8-bit rest | MLX | 78 | – | – | – | – | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.0 | 2404.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.0 | 2404.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.0 | 1157.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.0 | 1157.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 78.0 | 4135.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 78.0 | 2273.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.0 | 1315.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 78.0 | 1315.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 77.9 | 746.2 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.9 | 1174.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.8 | 954.2 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.8 | 4292.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 2917.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 2917.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 1112.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 1198.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 1198.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 616.6 | – | – | 1024 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 616.6 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 2167.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.7 | 1148.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.6 | 2576.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.6 | 1899.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.6 | 2014.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.5 | 2654.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.5 | 1081.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.5 | 1356.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.5 | 1688.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 1251.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 653.6 | – | – | 1024 | 2026-10-08 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 619.2 | – | – | 8192 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.4 | 4247.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 2030.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 77.4 | 2293.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 1358.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.4 | 4136.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.4 | 2624.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.3 | 4962.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.3 | 2403.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.3 | 2403.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.3 | 2091.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.3 | 2249.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.3 | 4146.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.3 | 1078.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.2 | 2849.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.2 | 2604.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.2 | 2582.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.2 | 1011.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.2 | 1011.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.2 | 3979.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.2 | 3979.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.2 | 2846.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.2 | 2306.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.2 | 2306.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 77.1 | 971.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 77.1 | 4220.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.0 | 2227.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 77.0 | 2227.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.9 | 1059.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.9 | 1443.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.9 | 1742.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.9 | 1742.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.8 | 1032.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.8 | 2351.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.8 | 3871.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.8 | 3871.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 76.8 | 2472.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 76.8 | 2472.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 76.8 | 2472.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.8 | 1514.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.8 | 1514.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.8 | 2788.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 76.7 | 1040.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1064.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1416.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1130.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1213.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 2420.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 1428.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.7 | 2971.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| 4x RX 7900 XTX | Qwen3.8-Flash-Next | GPTQ W4A16 | vLLM | 76.6 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 1173.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 701.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.6 | 4042.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.6 | 4042.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 2724.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 1381.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 2143.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 2400.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 1361.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.6 | 697.4 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.5 | 2952.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.5 | 2015.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.5 | 1317.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.5 | 1317.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.5 | 4038.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.5 | 1135.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.5 | 1135.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.5 | 4037.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.5 | 4037.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.5 | 1173.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 76.5 | 4118.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 76.5 | 4118.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.4 | 978.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 1367.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 76.4 | 1097.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.4 | 4031.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.4 | 4031.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 2216.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 2216.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 616.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 2739.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.4 | 2739.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1266.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1130.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1819.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1819.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1819.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1819.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1819.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 76.3 | 4220.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.3 | 1080.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 1202.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 659.3 | – | – | 1024 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 1983.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 76.2 | 1117.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 1735.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 814.4 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.2 | 2582.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.1 | 2483.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 76.1 | 1052.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.1 | 1062.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.1 | 1062.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.0 | 1300.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.0 | 1106.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.0 | 1114.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 76.0 | 2444.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.9 | 2099.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.9 | 1392.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.9 | 1045.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.9 | 1554.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 1079.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 2078.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 1426.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 2583.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 1604.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 2844.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.8 | 2844.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.7 | 2402.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 75.6 | 1338.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.6 | 2852.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.5 | 718.6 | – | – | 4096 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 75.5 | 1020.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 75.5 | 1020.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.5 | 1446.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.5 | 4843.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.5 | 1090.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.4 | 1103.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.4 | 2307.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 75.4 | 598.4 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.4 | 1783.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.3 | 733.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.3 | 1435.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.3 | 1130.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 1022.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.2 | 2206.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.2 | 2083.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.2 | 1107.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 3905.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 3905.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 3933.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 3933.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.2 | 4303.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.2 | 1780.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.2 | 1841.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 75.2 | 2003.0 | – | – | 131072 | 2026-10-18 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.1 | 602.9 | – | – | 16384 | 2026-10-08 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 75.1 | 3119.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.1 | 3941.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.1 | 833.3 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.1 | 1468.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 75.1 | 1334.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 75.1 | 2517.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 75.1 | 1730.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1558.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1128.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1128.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1128.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1128.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1128.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.0 | 3931.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 75.0 | 3931.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 596.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1049.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 2143.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 2143.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 75.0 | 1217.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 746.5 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 1978.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 2433.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 2319.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 2319.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.9 | 2411.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.8 | 1361.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.8 | 1081.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.8 | 1927.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.8 | 1192.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.8 | 1027.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.8 | 2282.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.8 | 1116.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 2517.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 1070.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 1070.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.7 | 3828.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.7 | 3834.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.7 | 3834.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 2542.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 2062.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.7 | 1390.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.7 | 1028.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 74.7 | 2409.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 74.7 | 2409.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.6 | 3834.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.6 | 3834.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.6 | 1068.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.6 | 1068.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 2072.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 832.5 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 2794.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 654.4 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 2080.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.5 | 4212.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 790.4 | – | – | 65536 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 747.3 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 2817.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.5 | 2817.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 2574.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 2574.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 1776.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.4 | 4238.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 1059.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 817.6 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.4 | 4979.0 | – | – | 32768 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 523.9 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.4 | 2956.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.3 | 3810.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 74.3 | 3810.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 74.3 | 2680.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.3 | 2632.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.3 | 2400.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.3 | 1934.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.2 | 1399.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.2 | 1397.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.2 | 1397.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.2 | 1716.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.1 | 845.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 74.1 | 862.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 74.1 | 2456.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 74.1 | 2456.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.1 | 2312.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.1 | 2585.0 | – | – | 16384 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.0 | 2484.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.0 | 1061.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 74.0 | 1104.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 74.0 | 2368.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | IQ3_S | llama.cpp (Metal) | 73.9 | – | – | – | 175000 | 2026-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 2055.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 626.6 | – | – | 8192 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 2561.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 2561.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 1645.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.9 | 2111.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 73.9 | 1048.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 73.9 | 2144.0 | – | – | 65536 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.8 | 1237.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.8 | 1354.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 73.8 | 1715.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 73.8 | 1715.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.8 | 1993.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.8 | 1057.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.8 | 2268.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.7 | 1029.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.7 | 2616.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 73.7 | 4035.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.7 | 1580.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.6 | 681.7 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.6 | 5690.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 73.6 | 908.6 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 73.6 | 908.6 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 73.6 | 1811.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.6 | 580.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 2339.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 1367.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 2513.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 2313.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.5 | 645.7 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 619.9 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.5 | 1309.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 73.43 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 931.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 931.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.4 | 863.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.4 | 1362.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 1369.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 2490.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 2490.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.4 | 2736.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 73.4 | 2074.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.3 | 2459.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.3 | 810.6 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.3 | 4450.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.3 | 4450.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 836.3 | – | – | 8192 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 824.4 | – | – | 32768 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 836.3 | – | – | 8192 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 824.4 | – | – | 32768 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 1342.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 73.2 | 920.7 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 2676.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 1044.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.2 | 1064.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1998.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 324.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1172.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1822.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1369.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1369.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1369.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1369.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 73.1 | 1365.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 928.9 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 2604.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 2604.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1062.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.1 | 1344.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.0 | 2057.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.0 | 1033.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 73.0 | 4204.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.0 | 4630.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.0 | 927.6 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 73.0 | 927.6 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2136.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 1768.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 1768.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2619.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2619.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2619.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 1202.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2340.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 608.6 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 639.9 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.9 | 2222.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.8 | 1935.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.8 | 810.7 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.8 | 1675.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.8 | 2278.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.8 | 1158.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1755.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1015.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1015.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1094.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1367.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.7 | 1367.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 72.7 | 1422.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 72.64 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 1323.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 72.6 | 744.4 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 72.6 | 1323.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 1204.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 636.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 1507.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 316.3 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 2588.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 2569.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.6 | 2415.0 | – | – | 131072 | 2026-10-18 | community | – | source |
| 4x RX 7900 XTX | Qwen3.8-Flash-Next | GPTQ W4A16 | vLLM | 72.5 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.5 | 2118.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.5 | 2938.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.4 | 1157.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.4 | 2423.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.4 | 828.7 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 1081.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 2422.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 2422.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 2422.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 72.3 | 4232.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 965.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 993.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 72.3 | 1077.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 72.3 | 1077.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 2340.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.3 | 2648.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 72.3 | 797.9 | – | – | 32768 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 72.2 | 1041.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.2 | 2931.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.2 | 1044.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.2 | 1841.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.2 | 2587.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.2 | 2128.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 72.1 | 1019.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.1 | 1365.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.1 | 1365.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.1 | 2433.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 72.1 | 1308.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.0 | 686.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 72.0 | 3050.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.0 | 1070.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.0 | 1095.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.0 | 1095.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 72.0 | 1240.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 863.6 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 2279.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 1575.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 1059.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 2252.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.9 | 1223.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.8 | 1078.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.8 | 2448.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.8 | 2448.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.8 | 375.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 71.8 | 4158.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.8 | 2436.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 71.7 | 1323.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2058.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2027.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2027.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2027.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2027.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 819.3 | – | – | 8192 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 819.3 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2231.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 1540.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 1671.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 2270.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.7 | 825.8 | – | – | 8192 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 588.8 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 2087.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 778.1 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 956.2 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 918.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 592.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 2312.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 809.2 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 2558.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 1599.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 2254.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 1119.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 1625.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 663.7 | – | – | 8192 | 2026-10-16 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 780.7 | – | – | 16384 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.6 | 820.1 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.5 | 2810.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.5 | 1887.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.5 | 1887.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.5 | 1329.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.5 | 1044.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 71.5 | 3998.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 71.5 | 4421.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 656.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 665.6 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1763.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1763.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1763.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1763.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1763.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1200.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 590.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 590.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 2357.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 2400.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 829.3 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 2420.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1367.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1367.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.4 | 1137.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 730.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 730.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 71.3 | 1458.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2467.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 71.3 | 1364.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 1412.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 1863.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 1813.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2660.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2660.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2660.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2660.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 594.8 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 1089.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2661.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 2661.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 759.5 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 773.3 | – | – | 65536 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.3 | 618.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.2 | 2229.0 | – | – | 131072 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.2 | 1785.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.2 | 1221.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.2 | 1671.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 71.2 | 2121.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 71.2 | 2121.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 1066.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 1045.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 2547.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 2547.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 2547.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 2547.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 2547.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 1087.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.1 | 1287.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1042.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1413.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1033.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1854.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1101.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 1968.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 2417.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 71.0 | 2773.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 71.0 | 4355.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 619.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2646.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2646.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2646.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2646.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2646.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.9 | 2040.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 70.9 | 983.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1025.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 70.8 | 2227.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 70.8 | 3020.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1158.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1989.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1989.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1958.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1352.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 1029.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 70.8 | 4052.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 2417.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 2417.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.8 | 2824.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.8 | 4234.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 909.6 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 930.1 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 2401.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 2401.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 2401.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 70.7 | 1123.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.7 | 1145.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build (rotor formats), llama-bench batch 1, no drafting | Gyro-S | llama.cpp (Vulkan) | 70.6 | – | – | – | – | 2026-10-02 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.6 | 2924.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 70.6 | 4827.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.6 | 1383.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.6 | 2352.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.6 | 2352.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 70.6 | 1041.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.6 | 2269.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 70.5 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.5 | 2092.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.5 | 822.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.5 | 1347.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.5 | 1932.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.5 | 943.5 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 70.5 | 1356.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 70.5 | 1356.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.4 | 2903.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 70.4 | 944.4 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 70.4 | 944.4 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.4 | 825.3 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 70.4 | 882.8 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.4 | 1375.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.4 | 2650.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.4 | 2548.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 1162.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 659.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 652.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 1195.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 1414.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 908.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.3 | 825.1 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.3 | 4476.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.3 | 4476.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2429.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2429.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.2 | 903.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.2 | 3931.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2145.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2145.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2515.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 2515.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.2 | 1014.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.2 | 4120.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 600.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.1 | 870.1 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 70.1 | 870.1 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 1851.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 1133.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 1133.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 2406.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 2804.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 1217.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 2375.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.1 | 658.9 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 670.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 1217.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 70.0 | 4692.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 734.1 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 1703.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 1402.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 70.0 | 1402.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.9 | 2120.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 69.9 | 1568.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.9 | 774.8 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.9 | 807.6 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.9 | 2401.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.9 | 694.9 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 2104.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 1045.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 1045.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 5575.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 69.8 | 2184.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 69.8 | 2184.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 825.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 2429.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 2179.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.8 | 1059.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.7 | 2086.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.7 | 2527.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.7 | 2073.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.7 | 1984.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.7 | 2150.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 69.7 | 2803.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 1193.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 1193.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 2051.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 1770.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.6 | 1315.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.6 | 1099.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 613.5 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 2855.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 2855.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 69.6 | 1006.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 69.6 | 1006.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 69.6 | 892.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 1823.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 2486.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.6 | 2205.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 69.6 | 1200.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.6 | 4466.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.5 | 2578.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.5 | 2196.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.5 | 394.5 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.5 | 394.5 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.5 | 394.5 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.5 | 3958.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 69.5 | 1712.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 790.6 | – | – | 4096 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 425.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 1388.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 1388.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 69.4 | 2393.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 69.4 | 2393.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 69.4 | 2393.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 2444.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 2197.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 1097.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 2346.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.4 | 543.5 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 1077.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 69.3 | 1017.0 | – | – | 32768 | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 1178.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 713.5 | – | – | 8192 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 69.3 | 877.8 | – | – | 8192 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 69.3 | 877.8 | – | – | 8192 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 609.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 2549.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 1990.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 1846.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.3 | 1090.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.2 | 1060.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.2 | 599.3 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.2 | 2150.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.2 | 1106.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.2 | 662.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 69.2 | 1466.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.1 | 1078.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.1 | 854.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.1 | 854.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.1 | 1038.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.1 | 831.7 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 69.0 | 1328.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 1989.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 69.0 | 1007.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 2086.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 69.0 | 4418.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 2027.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 1958.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 2308.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 2966.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 69.0 | 2586.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 2598.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 69.0 | 1197.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 1809.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 2589.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 386.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 717.4 | – | – | 4096 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 717.4 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 1668.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 68.9 | 778.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 1046.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.9 | 1046.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 603.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 603.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 1804.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 68.8 | 1041.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 5270.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 2438.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 2438.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 993.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 531.1 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 2686.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.8 | 2686.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 595.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 595.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1093.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1089.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1214.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1364.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1364.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1364.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1364.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1665.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1665.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 2201.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 1102.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.7 | 6167.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.6 | 2868.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.6 | 662.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.6 | 1745.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.6 | 2539.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 68.5 | 1011.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 68.5 | 1011.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 589.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 1045.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 68.5 | 4128.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 2269.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 1125.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 2172.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.5 | 2728.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.4 | 1219.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 68.4 | 1336.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.4 | 2409.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 68.3 | 947.6 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.3 | 949.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 68.3 | 1122.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.3 | 2028.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.3 | 1197.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.3 | 1091.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.2 | 2779.0 | – | – | 131072 | 2026-10-06 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.2 | 733.4 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 68.2 | 990.8 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.2 | 2648.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 68.2 | 1364.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.2 | 1028.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.2 | 1987.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 1447.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 2755.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 2755.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 68.1 | 4589.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 1848.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 1848.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.1 | 1064.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 2708.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 2396.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 2477.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 1164.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 68.0 | 472.7 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 722.9 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 2553.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 68.0 | 2270.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 2760.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 2760.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 1021.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 2066.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 67.9 | 2201.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 2555.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 1032.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.9 | 1188.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 67.9 | 1700.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 67.8 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.8 | 1087.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.8 | 1035.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.8 | 814.6 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.8 | 1874.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.8 | 2216.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 67.7 | 807.7 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 1995.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 1995.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 1889.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 1083.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 2336.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 1083.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 2336.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 67.7 | 1121.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.7 | 2460.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 840.8 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2462.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 930.5 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2033.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 625.9 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 1807.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 67.6 | 1329.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 1190.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 1190.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 1103.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2425.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2425.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 1931.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 778.2 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2213.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.6 | 2615.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2220.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 575.6 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 67.5 | 4117.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2669.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 67.5 | 4303.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 1378.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 1378.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 67.5 | 990.2 | – | – | 1024 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 1090.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2183.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2300.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2446.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2376.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.5 | 2042.0 | – | – | 8192 | 2026-10-18 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 67.4 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 984.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 1090.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 832.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 2081.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 2081.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 660.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 2441.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.4 | 2397.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 67.3 | 884.1 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 67.3 | 4896.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.3 | 2660.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.3 | 1119.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.3 | 2253.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.2 | 993.5 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 67.2 | 1664.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.2 | 1120.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.2 | 2429.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.2 | 2429.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 67.2 | 4014.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.2 | 1352.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 67.1 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 2528.0 | – | – | 131072 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 2049.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 67.1 | 1011.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 1044.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 67.1 | 4169.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 67.1 | 4169.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 2459.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 1637.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 2476.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.1 | 974.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 665.4 | – | – | 4096 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1392.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1392.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1067.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1067.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 2427.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1989.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 2485.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 67.0 | 1529.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 67.0 | 1223.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.9 | 325.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.9 | 2246.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.9 | 2215.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 66.9 | 674.7 | – | – | 65536 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.9 | 591.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 66.8 | 1375.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 2033.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 2033.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.8 | 812.1 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 757.4 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.8 | 1037.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 1211.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 1318.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 2713.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.8 | 619.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 2277.0 | – | – | 199680 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 66.7 | 1342.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 2308.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 66.7 | 4008.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 538.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 538.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 997.6 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 1972.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 1030.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.7 | 2291.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.7 | 1303.0 | – | – | 65536 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 66.6 | 1353.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.6 | 1380.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.6 | 1380.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.6 | 1380.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.6 | 2392.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.6 | 1062.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.6 | 936.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.5 | 1050.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.5 | 2410.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.5 | 2430.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.5 | 1694.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.5 | 1222.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.5 | 1232.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.4 | 758.7 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.4 | 810.3 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 66.4 | 1373.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.4 | 2409.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.4 | 1347.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 66.4 | 1767.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.4 | 1156.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.4 | 654.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2650.0 | – | – | 199680 | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 1777.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 1057.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 661.5 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 661.5 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 66.3 | 4115.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 1071.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 1205.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2352.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2338.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 66.3 | 1024.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 1143.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2296.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2361.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.3 | 2891.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 66.2 | – | – | – | – | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.2 | 1032.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.2 | 1032.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.2 | 2342.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.2 | 2342.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 818.2 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.2 | 1044.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 2043.0 | – | – | 199680 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 2370.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 725.4 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 1232.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.2 | 2313.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.1 | 2078.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.1 | 2078.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.1 | 2078.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.1 | 2078.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1843.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 485.5 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 66.1 | 1337.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 819.5 | – | – | 32768 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 1351.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 710.9 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 828.6 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 2019.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 2034.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 414.1 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 66.1 | 913.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 2205.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.1 | 2205.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 1701.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 1701.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 66.0 | 1355.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 1060.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 1963.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 661.2 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 1162.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 66.0 | 2080.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 66.0 | 1745.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2193.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2193.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 811.2 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2475.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2475.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2475.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2475.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 65.9 | 1311.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 65.9 | 1311.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.9 | 1318.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 2276.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 902.4 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.9 | 4469.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 1326.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.9 | 1326.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 65.9 | 1921.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 65.9 | 1921.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 1188.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 910.8 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2416.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2416.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 819.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2011.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2011.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.8 | 4411.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 1745.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2680.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2680.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.8 | 2551.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 2596.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 818.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 1080.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 1080.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 1014.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 2309.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 2309.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 2474.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.7 | 2474.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 65.7 | 2592.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 65.7 | 2592.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 65.7 | 2592.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 65.7 | 2088.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 65.6 | 1003.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.6 | 802.4 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.6 | 625.3 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.6 | 2445.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.6 | 476.8 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 2210.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 590.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 590.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 778.4 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.5 | 1076.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 1117.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 594.3 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 594.3 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 65.5 | 2028.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.5 | 1064.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 2079.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 2198.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 65.4 | 1701.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.4 | 1289.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M1 | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 2655.0 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 2065.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 2157.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.4 | 1982.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.3 | 2752.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.3 | 2115.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.3 | 912.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.3 | 2400.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.3 | 1395.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.3 | 4284.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.2 | 1090.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 65.2 | 900.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.2 | 1962.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.2 | 1962.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 65.2 | 1086.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.2 | 1085.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.2 | 2524.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 2426.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 3705.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 820.1 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 1002.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 1002.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 1327.0 | – | – | 131072 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 546.9 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 65.1 | 796.3 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 1974.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.1 | 1304.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| 2x RTX 3090 + EPYC 7663 | Qwen3.8-Flash-Next 177B | UD-IQ4_XS | llama.cpp (CUDA) | 65.00 | – | – | – | 81920 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 1688.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 356.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 1089.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 1089.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2035.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2035.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2056.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2056.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2112.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 2550.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 65.0 | 1314.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 65.0 | 807.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 990.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 1101.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.9 | 1030.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.9 | 1030.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2456.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2010.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2010.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2010.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 808.6 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 472.7 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2349.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2028.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 1788.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.9 | 4463.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 2442.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 519.8 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 777.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.9 | 1732.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.8 | 2338.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 64.8 | 1311.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 64.8 | 1311.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.7 | 1029.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 64.7 | 1381.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 64.7 | 4012.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.7 | 2597.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 64.7 | 1008.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.7 | 2605.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.7 | 2143.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 1929.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 488.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 335.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 1059.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 818.8 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 1198.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 1863.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.6 | 1067.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.5 | 596.8 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.5 | 884.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.5 | 884.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.5 | 582.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.5 | 818.5 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 64.5 | 1877.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 64.5 | 1877.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.4 | 2597.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| 2x RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 64.39 | 321.5 | – | – | – | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1670.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 738.1 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 64.3 | 2182.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1089.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1089.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 2397.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 2397.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 2397.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 64.3 | 1006.0 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1025.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1299.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1856.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 1856.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 2703.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.3 | 771.8 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 2031.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 2031.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 64.2 | 2097.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 64.2 | 2097.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 600.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 600.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 973.5 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 1190.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 2457.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 2701.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 2701.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 1537.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.2 | 1537.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.1 | 2360.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 64.1 | 2753.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 64.1 | 3089.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.1 | 1996.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.1 | 555.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.1 | 555.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.1 | 1062.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 645.1 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 513.6 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 840.6 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 833.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 954.5 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 1023.0 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 2486.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 2062.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 2062.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 64.0 | 1140.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2218.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2218.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2242.0 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 810.8 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 1149.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 63.9 | 1052.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2413.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2413.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 1425.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2170.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.9 | 2170.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 63.9 | 1057.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 63.8 | 959.7 | – | – | 65536 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 570.7 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 63.8 | 1029.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 63.8 | 1029.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 825.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 2252.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 2252.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 2252.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3e | oMLX | 63.8 | 1985.0 | – | – | 32768 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.8 | 721.4 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 2293.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 2293.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 603.2 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 2035.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1061.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 812.8 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1321.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1488.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1551.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 2722.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1339.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.7 | 1339.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 2429.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 734.3 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1158.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1158.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 827.2 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1525.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 63.6 | 1095.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 2111.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 2030.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1077.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1075.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 1072.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 494.5 | – | – | 1024 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.6 | 807.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.6 | 908.8 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 2775.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 756.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 2188.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 1347.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 1347.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 1065.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 63.5 | 1003.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 1358.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 1754.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 63.5 | 1291.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 63.5 | 1291.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.5 | 2414.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.4 | 1046.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.4 | 1938.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.4 | 693.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.4 | 2010.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 63.4 | 2351.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 63.4 | 2351.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.4 | 622.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.4 | 2403.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 2174.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 1410.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 2215.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 987.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 2406.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 2406.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 63.3 | 2452.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 63.3 | 2452.0 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 1497.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.3 | 2401.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 63.2 | – | – | – | 8192 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.2 | 1439.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.2 | 1439.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.2 | 1439.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.2 | 1439.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 976.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 63.2 | 852.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 63.2 | 852.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 63.2 | 852.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 63.2 | 852.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2213.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2213.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2213.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2213.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2213.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 1114.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 1114.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 1114.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 1538.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 2020.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.2 | 765.6 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2358.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 63.1 | 543.2 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2263.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2263.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2263.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2263.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 769.9 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 769.9 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2348.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 946.6 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 1642.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 771.8 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 771.8 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2406.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.1 | 2406.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 1236.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 5514.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 63.0 | 1310.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 63.0 | 1293.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 2304.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 802.1 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 1068.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 152.6 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 2830.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 63.0 | 962.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 809.4 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 2362.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 1928.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 62.9 | 1776.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 677.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 2126.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 1714.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 62.9 | 1290.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.9 | 426.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.9 | 4286.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 642.9 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2402.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2402.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 677.7 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2379.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2414.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2086.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 951.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 951.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.8 | 2311.0 | – | – | 199680 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 1133.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 1133.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 62.7 | 622.8 | – | – | 1024 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 2243.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 2243.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 2243.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 2243.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 1060.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 1060.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 587.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.7 | 529.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 2524.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 5331.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.6 | 1035.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.6 | 1035.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 811.7 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 811.7 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 2343.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 2343.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 2396.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.6 | 473.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.6 | 1941.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1025.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1074.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1924.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1924.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1075.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1075.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 835.7 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 756.3 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 756.3 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1481.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 62.5 | 697.1 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1750.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1750.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 795.1 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.5 | 1076.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 1061.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 913.3 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.4 | 1051.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 1161.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 1161.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 1161.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 1161.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 594.5 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 62.4 | 1796.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 62.4 | 1612.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 2326.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.4 | 2606.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.3 | 1167.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.3 | 1019.0 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.3 | 998.9 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.3 | 998.9 | – | – | 65536 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.3 | 1546.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.3 | 1795.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.3 | 1633.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 62.2 | 904.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 973.4 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 1037.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 670.1 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 1045.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 2377.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 651.1 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 62.2 | 2313.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 62.2 | 2313.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 62.2 | 2712.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 348.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 803.3 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 721.4 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.2 | 2499.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 1040.0 | – | – | 131072 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 1341.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 1341.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 809.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 62.1 | 1054.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 2611.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 2017.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.1 | 1266.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| 2x RTX 3090 + EPYC 7663 | Qwen3.8-Flash-Next 177B | UD-IQ4_XS | llama.cpp (CUDA) | 62.02 | 73.97 | – | – | 262144 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 580.2 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 62.0 | 1065.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 2311.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 466.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 726.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 726.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 986.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 873.8 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 652.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 2390.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 1632.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 62.0 | 1632.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 62.0 | 581.8 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 2809.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 2064.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 877.2 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 813.4 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 1933.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 1933.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 2400.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 2038.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 2001.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 61.9 | 963.8 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.9 | 1301.0 | – | – | 199680 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.8 | 1397.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.8 | 1397.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.8 | 1373.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.8 | 807.7 | – | – | 16384 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.8 | 1040.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 684.8 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 555.3 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 1369.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 870.5 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 2375.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.8 | 2465.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.8 | 2204.0 | – | – | 199680 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 2321.0 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 637.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 2213.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 61.7 | 1321.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 1308.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 454.3 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 990.4 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.7 | 2047.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.6 | 382.7 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.6 | 899.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.6 | 906.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.6 | 1422.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 61.6 | 1401.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 61.6 | 1401.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.6 | 603.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 61.5 | – | – | – | – | 2026-10-03 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 2065.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 739.8 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 844.7 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 844.7 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 61.5 | 870.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 570.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 1022.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 2359.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 811.5 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.5 | 2182.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.5 | 3896.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.5 | 813.5 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.4 | 650.7 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.4 | 650.7 | – | – | 4096 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.4 | 901.2 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.4 | 1770.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.4 | 1419.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.4 | 2062.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.3 | 2227.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.3 | 1621.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.3 | 1024.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.3 | 1024.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 539.6 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 581.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 61.2 | 871.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 61.2 | 871.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 2412.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 61.2 | 974.4 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 2237.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 61.2 | 805.1 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 1637.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 1664.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.2 | 2319.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.1 | 2309.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.1 | 1039.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.1 | 1029.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.1 | 531.5 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.1 | 1022.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 61.1 | 2177.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.1 | 816.7 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.1 | 1371.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 61.0 | 898.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 61.0 | 1729.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 60.9 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 1534.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 2134.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.9 | 688.5 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 1762.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 60.9 | 1207.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 60.9 | 1207.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 60.9 | 1207.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 1060.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 1060.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 772.5 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 2962.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 60.9 | 1029.0 | – | – | 65536 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.9 | 2237.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 60.8 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 523.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 857.2 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 2015.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 2015.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 1059.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 863.4 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 1858.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.8 | 1037.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 60.7 | 730.2 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 959.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.7 | 792.7 | – | – | 65536 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 60.7 | 1061.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 892.2 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 564.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 654.8 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 874.6 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 1026.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 60.7 | 673.1 | – | – | 16384 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.7 | 1705.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.6 | 954.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.6 | 4822.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1579.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 735.9 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 735.9 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 2206.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1004.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1004.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1136.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 2418.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 2418.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 2418.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 805.7 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 788.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.5 | 931.2 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.5 | 931.2 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1353.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1470.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1626.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.5 | 1303.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.4 | 2444.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.4 | 2444.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.4 | 2444.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.4 | 2444.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 2325.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 1825.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 1825.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 626.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 465.0 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 60.4 | 4147.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 2274.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.4 | 2237.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 60.4 | 762.1 | – | – | 32768 | 2026-10-18 | community | – | source |
| 2x RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 60.38 | 402.0 | – | – | – | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.3 | 2456.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.3 | 2456.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.3 | 2456.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.3 | 2456.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 2210.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 708.2 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 708.2 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 600.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 600.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 815.8 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 2377.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 2377.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 980.1 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 2274.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 1654.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 1625.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.3 | 1376.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 60.3 | 2342.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 1056.0 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 669.2 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 60.2 | 2962.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 828.3 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 1090.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 802.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 60.2 | 1140.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 1904.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 1055.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 60.2 | 1865.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 60.2 | 2112.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 2012.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.2 | 2524.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 636.2 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 775.2 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 1971.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 1028.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 778.2 | – | – | 32768 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.1 | 763.1 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 60 | – | – | – | 256 | 2026-09 | community | – | source |
| M4 Max (128 GB) | Qwen3.8-Flash-Next | 4-bit experts, 8-bit rest | MLX | 60 | – | – | – | – | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 1132.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 775.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 811.2 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 60.0 | 1138.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 1933.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 710.8 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 60.0 | 776.2 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.9 | 701.2 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.9 | 1137.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.9 | 539.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 59.9 | 676.1 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 59.9 | 1911.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.9 | 358.1 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.9 | 2087.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.9 | 1062.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.8 | 505.9 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.8 | 505.9 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 59.8 | 1209.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 59.8 | 1209.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 59.8 | 1209.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 59.8 | 1209.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.8 | 811.9 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 59.8 | 1935.0 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.7 | 1887.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.7 | 881.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.7 | 822.3 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.7 | 958.6 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.7 | 687.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 59.6 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 125B | UD-IQ4_XS | llama.cpp (CUDA) | 59.6 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 637.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 544.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 821.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 822.3 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 1898.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 2330.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 2521.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.6 | 719.3 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.5 | 2044.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 59.5 | 859.0 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.5 | 2420.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.5 | 2420.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 59.5 | 4773.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.5 | 1007.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 59.5 | 1054.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 59.5 | 980.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 59.5 | 980.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.5 | 1649.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.4 | 2591.0 | – | – | 199680 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 59.4 | 751.7 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.4 | 1048.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.4 | 1048.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 59.4 | 1074.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.4 | 2324.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.4 | 2699.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.4 | 2515.0 | – | – | 199680 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.4 | 1059.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.3 | 523.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.3 | 659.6 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 59.3 | 1086.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.3 | 467.7 | – | – | 1024 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.3 | 1740.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.2 | 1043.0 | – | – | 65536 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.2 | 819.9 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.2 | 2104.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 59.2 | 1083.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.2 | 1048.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.2 | 2074.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.2 | 1669.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 627.3 | – | – | 16384 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 627.3 | – | – | 16384 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 716.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 716.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 832.2 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 59.1 | 1022.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 2297.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 59.1 | 976.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.1 | 756.2 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 436.3 | – | – | 1024 | 2026-10-08 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 551.7 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 798.7 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 59.0 | 2158.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 703.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 528.2 | – | – | 1024 | 2026-10-16 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 607.6 | – | – | 16384 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 59.0 | 2363.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 59.0 | 813.7 | – | – | 16384 | 2026-10-18 | community | – | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 58.9 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.9 | 543.3 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.9 | 2089.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.9 | 1082.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 58.9 | 740.8 | – | – | 4096 | 2026-10-15 | community | – | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 58.8 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 724.2 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1934.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 2484.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 715.3 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 58.8 | 1029.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1014.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 2340.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 2340.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 858.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 2289.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1406.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1650.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1309.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.8 | 1309.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 947.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 840.5 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 840.5 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 773.9 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 680.2 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.7 | 1029.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 1393.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 791.1 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 58.7 | 821.4 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 2310.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 2259.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.7 | 509.4 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 58.6 | 801.4 | – | – | 16384 | 2026-10-08 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 836.3 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 836.3 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 955.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 2166.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 1311.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.6 | 1311.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 58.6 | 1826.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 58.6 | 4136.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 58.5 | – | – | – | – | 2026-10-08 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.5 | 816.8 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 58.5 | 1085.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.5 | 1258.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 58.5 | 4067.0 | – | – | 65536 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.5 | 1392.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.5 | 528.7 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.4 | 675.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.4 | 675.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.4 | 1860.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.4 | 1383.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.4 | 521.4 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.4 | 2257.0 | – | – | 65536 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 58.3 | 1003.0 | – | – | 65536 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 58.3 | 1041.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.3 | 1906.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 114.8 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.3 | 2097.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 2073.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 817.6 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 963.6 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 58.3 | 883.9 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 1241.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.3 | 1437.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 58.3 | 1262.0 | – | – | 199680 | 2026-10-18 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 807.9 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 810.8 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.2 | 2135.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 58.2 | 2135.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 778.4 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 2586.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 2586.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 2586.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 58.2 | 2393.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 1320.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 1045.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.2 | 1045.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 58.2 | 673.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 58.1 | – | – | – | – | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 774.6 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 1592.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 58.1 | 2966.0 | – | – | 199680 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 1702.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 2524.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 2524.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 2524.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 1004.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 1004.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 812.5 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 2452.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.1 | 1321.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.0 | 811.4 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.0 | 2440.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.0 | 1924.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.0 | 1061.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 58.0 | 790.3 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 1030.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 2308.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 689.5 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 57.9 | 482.1 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 57.9 | 482.1 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 375.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 1789.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.9 | 1026.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build (rotor formats), llama-bench batch 1, no drafting | Gyro-S | llama.cpp (Vulkan) | 57.8 | 1246 | – | – | tg128 | 2026-10-02 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 1981.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.8 | 1261.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 57.8 | 936.7 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 57.8 | 936.7 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 2266.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 1821.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 897.9 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 822.6 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 822.6 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 2232.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 802.3 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 2310.0 | – | – | 199680 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 813.8 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.8 | 833.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.7 | 1731.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.7 | 2937.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.7 | 1003.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.7 | 2337.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.7 | 2008.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.6 | 1322.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.6 | 1322.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 57.6 | 744.9 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.6 | 892.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.6 | 892.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.6 | 892.2 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.6 | 2172.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.6 | 2172.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.6 | 1010.0 | – | – | 199680 | 2026-10-14 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 57.5 | – | – | – | 51200 | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 1734.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.5 | 1085.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 1168.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 1935.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.5 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.5 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 57.5 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 57.5 | 992.8 | – | – | 131072 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 811.5 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 811.5 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 858.8 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 726.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 811.8 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.5 | 263.6 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 57.5 | 4786.0 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| RTX A6000 | Qwen3.8-Flash-Next 126B | Gyro-S | llama.cpp (CUDA) | 57.4 | 740 | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 645.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 2051.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 2459.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 2696.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.4 | 2036.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.4 | 1022.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 2354.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 1660.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.4 | 1660.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 626.9 | – | – | 16384 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 1033.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3 | oMLX | 57.3 | 2889.0 | – | – | 199680 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 1905.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.3 | 900.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 936.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 1978.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.3 | 895.8 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.2 | 1036.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.2 | 1036.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.2 | 1036.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 57.2 | 1036.0 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.2 | 1088.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.2 | 1089.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.2 | 1027.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 57.2 | 950.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.2 | 1056.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.2 | 1914.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.2 | 1914.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.2 | 1501.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 794.2 | – | – | 131072 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 57.1 | 1074.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 57.1 | 1288.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 612.3 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 57.1 | 1288.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 809.4 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 809.4 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 809.4 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 2267.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 807.2 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 885.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.1 | 1562.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 57.1 | 280.6 | – | – | 8192 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.0 | 1000.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.0 | 829.9 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.0 | 2009.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.0 | 1380.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M1 | Qwen3.8-Flash-Next | oQ4e | oMLX | 57.0 | 2725.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.9 | 972.7 | – | – | 131072 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 56.9 | 823.6 | – | – | 16384 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.9 | 1287.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.8 | 860.4 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 56.8 | 656.8 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.8 | 2659.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.8 | 630.4 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.8 | 1307.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.8 | 1660.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 996.9 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 417.2 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 1073.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 1055.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 1073.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 1055.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.7 | 1055.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.7 | 1297.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.7 | 1204.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.7 | 1204.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.7 | 1204.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 2324.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 783.3 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 56.7 | 2678.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.7 | 1718.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.6 | 1918.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.6 | 1918.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.6 | 1918.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.6 | 1918.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.6 | 740.8 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.6 | 1009.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.6 | 989.2 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.6 | 2255.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.6 | 1331.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.6 | 1301.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 56.5 | – | – | – | – | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.5 | 2059.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.5 | 2059.0 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 1056.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 1988.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 1988.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 2300.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 2300.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 2300.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 2300.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 707.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 2300.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 707.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 707.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 56.5 | 2307.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 56.5 | 2307.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 56.5 | 2307.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.5 | 1368.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.5 | 1021.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.4 | 2480.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.4 | 2480.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.4 | 2480.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.4 | 2480.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 859.5 | – | – | 8192 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 633.2 | – | – | 4096 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 633.2 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 2348.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 773.9 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 906.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 906.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 906.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 56.4 | 1194.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.4 | 679.5 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 395.5 | – | – | 32768 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 1516.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.4 | 1934.0 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 525.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 525.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 525.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 361.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.3 | 793.2 | – | – | 65536 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.3 | 793.2 | – | – | 65536 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.3 | 1027.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.3 | 1027.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 708.9 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 1017.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 1592.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 498.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 498.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 498.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 783.7 | – | – | 131072 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 955.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.3 | 873.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.2 | 580.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.2 | 1016.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.2 | 1016.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.2 | 1202.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.2 | 1202.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 56.2 | 1202.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.2 | 1047.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.2 | 1047.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.2 | 1047.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.2 | 1409.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.2 | 2426.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.2 | 764.7 | – | – | 131072 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.2 | 802.9 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.1 | 2339.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.1 | 2339.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.1 | 2339.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.1 | 2339.0 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 555.1 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 1402.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 835.8 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 756.1 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 56.1 | 742.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 56.1 | 1300.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 56.1 | 1396.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 548.2 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.1 | 1981.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 692.3 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.1 | 1425.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.0 | 2010.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.0 | 653.7 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.0 | 1339.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.0 | 1339.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 56.0 | 1066.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 56.0 | 603.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1028.0 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 2107.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1028.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 475.7 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1139.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1139.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 802.2 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 55.9 | 1841.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1026.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.9 | 1026.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.8 | 1745.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 55.8 | 4164.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.8 | 1015.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.8 | 763.1 | – | – | 65536 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.7 | 785.6 | – | – | 65536 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.7 | 470.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 55.7 | 1306.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 55.7 | 1211.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 55.7 | 1211.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 55.7 | 1211.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 55.7 | 1408.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.6 | 1366.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.6 | 858.0 | – | – | 8192 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.6 | 1490.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 55.6 | 1920.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.5 | 719.5 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.5 | 780.4 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 55.5 | 1412.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 55.5 | 990.5 | – | – | 131072 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.5 | 2366.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.5 | 1049.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 55.4 | – | – | – | 8192 | 2026-09 | community | – | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 55.4 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.4 | 628.8 | – | – | 8192 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.4 | 628.8 | – | – | 8192 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.4 | 592.2 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.4 | 731.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.4 | 772.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 55.3 | 1069.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.3 | 819.9 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.3 | 819.9 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 55.28 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 55.2 | – | – | – | 32768 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 860.2 | – | – | 8192 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 1445.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 1734.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 1734.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 933.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 933.3 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 55.2 | 550.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 640.9 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 55.2 | 885.4 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 1614.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.2 | 784.1 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 717.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 879.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 2320.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 2429.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 826.5 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 901.8 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.1 | 795.1 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| AMD Strix Halo | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build, MTP draft where noted | Gyro-S | llama.cpp (Vulkan) | 55 | – | – | – | – | 2026-10-02 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 461.5 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 792.2 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 680.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 55.0 | 1298.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 55.0 | 1298.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 55.0 | 1056.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 1701.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 1701.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 55.0 | 1121.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.9 | 538.4 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.9 | 538.4 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.9 | 2187.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.9 | 1058.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.9 | 1058.0 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.8 | 2546.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 54.8 | 1315.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.8 | 842.1 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.8 | 842.1 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.8 | 842.1 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 54.8 | 772.7 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.8 | 2325.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 54.7 | 393.5 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.7 | 819.9 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 54.7 | 1300.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 54.7 | 1197.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 54.7 | 1197.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 54.7 | 1197.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 54.7 | 1197.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.7 | 1045.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.6 | 868.5 | – | – | 4096 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.6 | 787.9 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.6 | 825.9 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.6 | 2438.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.6 | 764.8 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| RTX 5090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 54.5 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 580.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 580.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 580.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 580.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 588.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 802.3 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 802.3 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 783.6 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 2007.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 2007.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.5 | 623.1 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 54.4 | – | – | – | – | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 54.4 | 1703.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.4 | 556.7 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.4 | 2412.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.4 | 2412.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 54.3 | 785.5 | – | – | 8192 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.3 | 508.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 54.3 | 987.6 | – | – | 131072 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 54.3 | 1282.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.3 | 1322.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 54.28 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.2 | 552.8 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 54.1 | 794.3 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.1 | 443.1 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.1 | 554.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.1 | 554.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.1 | 467.2 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.0 | 2223.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.0 | 836.5 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.0 | 2299.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.0 | 1908.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 54.0 | 2013.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 54.0 | 1792.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 54.0 | 336.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 54.0 | 792.2 | – | – | 131072 | 2026-10-17 | community | – | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 53.9 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 5bit | MLX | 53.9 | – | – | – | 252000 | 2026-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 651.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 1344.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 53.9 | 1206.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 53.9 | 1206.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 53.9 | 1206.0 | – | – | 16384 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 919.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 919.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 919.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 919.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 919.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 53.9 | 2071.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.9 | 1057.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 515.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.9 | 339.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 985.2 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 1624.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 1624.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.9 | 753.9 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.8 | 610.6 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.8 | 645.6 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.8 | 2208.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.8 | 3083.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 53.7 | 999.3 | – | – | 131072 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 53.7 | 994.7 | – | – | 131072 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.7 | 590.1 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.7 | 2601.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.7 | 838.8 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.7 | 791.5 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.7 | 726.7 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 53.7 | 309.5 | – | – | 1024 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 53.7 | 739.3 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 2780.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 810.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 457.9 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 53.6 | 867.3 | – | – | 4096 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 560.3 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 432.2 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.6 | 815.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 736.9 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 53.6 | 790.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.6 | 1005.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 53.5 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 633.1 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 633.1 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 633.1 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 633.1 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 1413.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 53.5 | 1315.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 2292.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 2292.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 1002.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.5 | 851.5 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 592.8 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 592.8 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 592.8 | – | – | 8192 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 606.5 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 2277.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 1150.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 861.1 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 1046.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 2232.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.4 | 826.2 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 53.3 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.3 | 813.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.3 | 813.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.3 | 1044.0 | – | – | 199680 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 53.3 | 677.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.3 | 657.3 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.2 | 1341.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.2 | 584.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 53.2 | 499.3 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 684.9 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 2408.0 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 2264.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 993.9 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 993.9 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 348.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 348.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.1 | 551.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 653.9 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 819.6 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 819.6 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 53.0 | 1055.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 1415.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 1068.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 53.0 | 553.3 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 431.8 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 431.8 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 431.8 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 431.8 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 842.2 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 519.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 1981.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 1981.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3e | oMLX | 52.9 | 1421.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 52.9 | 758.8 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 607.6 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.9 | 817.7 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.8 | 622.2 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.8 | 622.2 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 52.8 | 2151.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 52.8 | 832.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 52.7 | 1252.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.7 | 1087.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 52.7 | 1218.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 52.7 | 1054.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 52.7 | 1015.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.7 | 743.9 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.7 | 446.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 52.6 | 984.7 | – | – | 199680 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 824.5 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 1904.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 999.5 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 1660.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 775.4 | – | – | 199680 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 2149.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.6 | 404.3 | – | – | 16384 | 2026-10-14 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 52.5 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 52.5 | 2061.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.5 | 543.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.5 | 458.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.5 | 777.2 | – | – | 199680 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.5 | 936.8 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.5 | 936.8 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 52.4 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 52.4 | 982.5 | – | – | 131072 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 52.4 | 982.5 | – | – | 131072 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 537.1 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 748.2 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 52.4 | 780.5 | – | – | 131072 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 621.6 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 621.6 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 621.6 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 52.4 | 501.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3 | oMLX | 52.4 | 501.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 1993.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.4 | 1993.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| RTX A6000 | Qwen3.8-Flash-Next 126B | Gyro-M | llama.cpp (CUDA) | 52.3 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 698.6 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 698.6 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 2037.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 1323.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 726.1 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 923.5 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 990.2 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 431.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 781.9 | – | – | 199680 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.3 | 750.4 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.2 | 2558.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.2 | 1996.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 52.2 | 1041.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.2 | 1810.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.2 | 1810.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.1 | 588.1 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.1 | 810.9 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 52.1 | 772.9 | – | – | 199680 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.1 | 795.1 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.0 | 462.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.0 | 486.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.0 | 511.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 52.0 | 3775.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 52.0 | 603.1 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 777.2 | – | – | 199680 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 668.5 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 51.9 | 771.2 | – | – | 65536 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 1368.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 1368.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 51.9 | 1386.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 494.8 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 748.9 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.9 | 2614.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 51.8 | – | – | – | – | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 51.8 | 1099.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.8 | 775.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.8 | 1683.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.8 | 1030.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.8 | 1030.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.8 | 1030.0 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 51.8 | 1328.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.8 | 1015.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 51.8 | 2137.0 | – | – | 8192 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.8 | 612.9 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 540.5 | – | – | 1024 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 540.5 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 1200.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 51.7 | 953.2 | – | – | 4096 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 51.7 | 1022.0 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 429.5 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 1582.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.7 | 542.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 51.7 | 651.1 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 51.6 | – | – | – | – | 2026-09-29 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 670.3 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 646.2 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 2475.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 1379.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 1379.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.6 | 817.4 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 51.5 | – | – | – | – | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 51.5 | 1296.0 | – | – | 131072 | 2026-10-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 51.5 | 779.4 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 51.5 | 1283.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 370.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 1158.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 1158.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 2540.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 2093.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 2093.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.5 | 503.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 51.4 | – | – | – | – | 2026-09-29 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.4 | 442.7 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 51.4 | 678.1 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.4 | 1036.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.4 | 1036.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.4 | 1276.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.4 | 1276.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.3 | 708.2 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.3 | 772.8 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 51.3 | 781.4 | – | – | 131072 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.3 | 997.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.3 | 1007.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.3 | 480.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 932.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 932.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 565.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 805.9 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 2258.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 51.2 | 665.7 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 1656.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.2 | 491.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 51.1 | – | – | – | – | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3e | oMLX | 51.1 | 1975.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 51.1 | 2086.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 51.1 | 1274.0 | – | – | 199680 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 51.1 | 1204.0 | – | – | 131072 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 51.1 | 749.7 | – | – | 131072 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 1276.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 851.3 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 1103.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 825.6 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 1631.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.9 | 512.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 50.8 | – | – | – | 42000 | 2026-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 50.8 | 1283.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 2742.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 1397.0 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.8 | 545.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.7 | 1683.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.7 | 710.9 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.7 | 753.2 | – | – | 199680 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.7 | 2032.0 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 50.6 | 976.6 | – | – | 199680 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 50.6 | 1011.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 50.6 | 683.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 50.5 | – | – | – | tg256 | 2026-10-12 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.5 | 690.9 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.5 | 886.4 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.5 | 611.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.4 | 843.7 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 50.4 | 781.7 | – | – | 199680 | 2026-10-17 | community | – | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 50.3 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 658.1 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 473.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 519.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 485.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 50.3 | 911.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 50.3 | 911.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 50.3 | 911.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 435.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 435.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 435.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 435.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 611.3 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 1403.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.3 | 965.4 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 50.3 | 4137.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 742.3 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 50.2 | 811.7 | – | – | 8192 | 2026-10-10 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 605.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 2353.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 2218.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 623.6 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.2 | 2394.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 50.1 | 796.4 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.1 | 471.4 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.1 | 629.8 | – | – | 4096 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 50.1 | 1018.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 50.1 | 1018.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 50.1 | 1018.0 | – | – | 199680 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.1 | 792.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.1 | 792.0 | – | – | 199680 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.1 | 564.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 50.1 | 935.8 | – | – | 8192 | 2026-10-15 | community | – | source |
| AMD Strix Halo | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build, MTP draft where noted | Gyro-S | llama.cpp (Vulkan) | 50 | – | – | – | – | 2026-10-02 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 50.0 | 2176.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.0 | 580.7 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 50.0 | 1316.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.0 | 1623.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 50.0 | 561.8 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.9 | 1052.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.9 | 2085.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.9 | 2041.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.8 | 646.7 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.8 | 1000.0 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.8 | 1041.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.7 | 2369.0 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.7 | 515.9 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 49.7 | 554.7 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 49.7 | 554.7 | – | – | 1024 | 2026-10-16 | community | – | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 49.6 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.6 | 489.4 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6 | oMLX | 49.6 | 3127.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 49.6 | 864.6 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 49.6 | 862.2 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.6 | 1724.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 49.6 | 653.5 | – | – | 16384 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 49.6 | 653.5 | – | – | 16384 | 2026-10-13 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.6 | 655.1 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.5 | 699.5 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.5 | 398.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.5 | 652.8 | – | – | 16384 | 2026-10-10 | community | – | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 49.4 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 49.4 | 2061.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.4 | 624.8 | – | – | 8192 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.4 | 624.8 | – | – | 8192 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.4 | 624.8 | – | – | 8192 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.4 | 624.8 | – | – | 8192 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.4 | 793.7 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 49.4 | 1543.0 | – | – | 199680 | 2026-10-15 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 49.3 | – | – | – | tg3500 | 2026-10-05 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 861.8 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 362.7 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 994.7 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 1992.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 1400.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 2195.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 2003.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.3 | 1019.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.2 | 616.4 | – | – | 65536 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.2 | 616.4 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 49.2 | 2111.0 | – | – | 4096 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 49.2 | 1197.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 49.2 | 1197.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 49.2 | 1197.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.2 | 649.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 49.1 | – | – | – | tg256 | 2026-10-12 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 773.8 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 749.4 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 49.1 | 1240.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 49.1 | 1240.0 | – | – | 8192 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 49.1 | 495.1 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 849.2 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 1395.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 375.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 49.1 | 1208.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.1 | 958.5 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 49.0 | – | – | – | – | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 49.0 | 684.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 49.0 | 615.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 48.9 | 2503.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.9 | 395.5 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 48.9 | 820.7 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 48.9 | 820.7 | – | – | 32768 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.9 | 979.5 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 48.9 | 972.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 48.9 | 789.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 48.9 | 392.5 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.8 | 537.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.8 | 535.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 48.8 | 2505.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.8 | 409.5 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.8 | 599.4 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.8 | 1016.0 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 48.7 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 484.6 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 484.6 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 484.6 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 484.6 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 48.7 | 2514.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 1009.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.7 | 770.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 48.7 | 4251.0 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.6 | 953.3 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.6 | 1203.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 48.6 | 1452.0 | – | – | 199680 | 2026-10-17 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 48.5 | – | – | – | 32768 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.5 | 744.3 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.5 | 548.1 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 48.5 | 591.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 48.5 | 818.7 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.5 | 512.1 | – | – | 131072 | 2026-10-18 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.4 | 2899.0 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 48.4 | 986.3 | – | – | 199680 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.4 | 705.5 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 48.3 | 2491.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 6bit | oMLX | 48.3 | 872.1 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 48.3 | 767.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 48.3 | 767.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.3 | 461.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.3 | 2317.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.3 | 1650.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.3 | 520.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.2 | 1230.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.2 | 630.2 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.2 | 630.2 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.2 | 630.2 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 48.2 | 652.4 | – | – | 16384 | 2026-10-13 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 48.14 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.1 | 635.1 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.1 | 744.5 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 48.1 | 574.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 48.1 | 540.2 | – | – | 4096 | 2026-10-18 | community | – | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 48.0 | 716.0 | – | – | 111000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.0 | 425.9 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.0 | 314.1 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.0 | 618.3 | – | – | 4096 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 48.0 | 840.7 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.0 | 336.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 48.0 | 1689.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 47.9 | 865.9 | – | – | 8192 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 47.9 | 865.9 | – | – | 8192 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.9 | 1390.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.9 | 1320.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.9 | 737.2 | – | – | 199680 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 47.8 | 1251.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 47.8 | 3964.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 47.8 | 3964.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 47.8 | 530.4 | – | – | 4096 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.8 | 335.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 47.70 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| Radeon AI PRO R9700 | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 47.7 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.7 | 492.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.7 | 777.5 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 47.7 | 629.9 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 47.7 | 629.9 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 47.7 | 629.9 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 47.7 | 629.9 | – | – | 32768 | 2026-10-11 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 125B | UD-IQ4_XS | llama.cpp (CUDA) | 47.6 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.6 | 1068.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 47.6 | 977.6 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.6 | 517.6 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.6 | 2273.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 47.6 | 1280.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 47.5 | 773.3 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.5 | 2067.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.5 | 862.5 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 47.5 | 962.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 47.5 | 962.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 1359.0 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 453.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 453.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 675.6 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 1252.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.4 | 1001.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 47.4 | 434.0 | – | – | 65536 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 616.6 | – | – | 65536 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 634.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 1356.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 47.3 | 1211.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 2353.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 503.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 1356.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.3 | 962.5 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 47.2 | 1010.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.2 | 558.5 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.2 | 549.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.2 | 1319.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.2 | 4005.0 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.2 | 267.0 | – | – | 4096 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 47.1 | 543.9 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.1 | 1358.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.1 | 655.9 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.1 | 965.9 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 47.0 | 3805.0 | – | – | 4096 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 680.4 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 532.9 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 625.8 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 532.9 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 625.8 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 532.9 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 625.8 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 532.9 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 625.8 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 658.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 47.0 | 333.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.9 | 429.2 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 46.9 | 1649.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 46.8 | 325.9 | – | – | 1024 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 46.8 | 906.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 46.8 | 906.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 46.8 | 906.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 46.8 | 1208.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 46.8 | 1208.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 46.8 | 1208.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 46.8 | 1208.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.8 | 1470.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.8 | 445.4 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 46.7 | 1011.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 46.7 | 1011.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.7 | 2313.0 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.7 | 1360.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.7 | 826.3 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.7 | 704.4 | – | – | 1024 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 46.6 | 799.8 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 46.6 | 799.8 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 46.6 | 755.6 | – | – | 131072 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.6 | 2093.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 46.6 | 1091.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 46.5 | – | – | – | – | 2026-10-04 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp (CUDA) | 46.5 | – | – | – | – | 2026-09-25 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.5 | 633.6 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 46.5 | 1181.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 46.5 | 1181.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.5 | 585.0 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.4 | 1435.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 46.4 | 1116.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.4 | 697.7 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.4 | 744.2 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.4 | 2002.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 46.4 | 1368.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.4 | 1017.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 46.32 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.3 | 377.4 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 46.3 | 1375.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | 46.2 | – | – | – | 51200 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 46.2 | 970.8 | – | – | 199680 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 556.5 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 572.5 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 2400.0 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 737.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 737.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 542.6 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 2523.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 46.2 | 1812.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.2 | 533.4 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.1 | 1240.0 | – | – | 199680 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.1 | 613.5 | – | – | 65536 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.1 | 613.5 | – | – | 65536 | 2026-10-13 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 46.1 | 729.5 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 771.5 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 751.3 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 1506.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 511.5 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 46.0 | 998.3 | – | – | 131072 | 2026-10-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 794.9 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 46.0 | 492.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 45.92 | – | – | 7.12 | 40960 | 2026-09-10 | sourced | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.9 | 2027.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.9 | 771.5 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 45.9 | 1021.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.9 | 628.6 | – | – | 8192 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.9 | 628.6 | – | – | 8192 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.9 | 628.6 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.9 | 980.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.9 | 402.0 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.8 | 1970.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.8 | 627.2 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.8 | 496.4 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 45.8 | 1278.0 | – | – | 199680 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.8 | 611.9 | – | – | 8192 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.8 | 1031.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 45.8 | 439.9 | – | – | 65536 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 45.8 | 468.7 | – | – | 65536 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.7 | 1921.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.7 | 2302.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.7 | 814.2 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.7 | 708.1 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.7 | 986.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.7 | 1358.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 45.7 | 1114.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.6 | 778.6 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.6 | 778.6 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.6 | 1285.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.6 | 2240.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.6 | 830.3 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.5 | 856.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.5 | 355.6 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 45.3 | 969.4 | – | – | 32768 | 2026-10-06 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 45.3 | 969.4 | – | – | 32768 | 2026-10-06 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 45.3 | 811.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.3 | 851.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.3 | 468.5 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.3 | 736.7 | – | – | 32768 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.3 | 574.3 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 45.2 | 1976.0 | – | – | 199680 | 2026-10-06 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.1 | 616.2 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.1 | 430.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.1 | 430.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 45.1 | 2407.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 45.1 | 1290.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.1 | 992.3 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 45 | – | – | – | 256 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.0 | 646.5 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.0 | 733.8 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 45.0 | 776.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 45.0 | 510.3 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 45.0 | 510.3 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 45.0 | 2358.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 45.0 | 412.2 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 44.9 | 578.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 44.9 | 578.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 44.9 | 643.8 | – | – | 65536 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 44.9 | 643.8 | – | – | 65536 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.9 | 694.1 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.9 | 398.5 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.9 | 429.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 44.86 | – | – | – | tg256 | 2026-10-02 | community | – | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ3_XXS | llama.cpp (ROCm) | 44.8 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.8 | 829.6 | – | – | 65536 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.8 | 1344.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.8 | 649.4 | – | – | 65536 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.7 | 823.6 | – | – | 32768 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.7 | 150.2 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.7 | 150.2 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.7 | 1059.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.7 | 4755.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 44.7 | 2038.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.7 | 657.3 | – | – | 65536 | 2026-10-18 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.6 | 540.4 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.6 | 655.5 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 44.5 | 464.1 | – | – | 1024 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 44.5 | 1037.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.5 | 606.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 44.4 | 383.1 | – | – | 4096 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.4 | 610.7 | – | – | 65536 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.4 | 610.7 | – | – | 65536 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.4 | 913.7 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.4 | 692.6 | – | – | 199680 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 603.3 | – | – | 131072 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 603.3 | – | – | 131072 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.3 | 812.8 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.3 | 812.8 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 44.3 | 3728.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 834.2 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 1055.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 972.4 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.3 | 972.4 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.2 | 533.4 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.2 | 363.4 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 44.2 | 991.3 | – | – | 199680 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.2 | 1968.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.1 | 2991.0 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.1 | 970.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.1 | 973.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.1 | 1062.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 44.1 | 904.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 515.8 | – | – | 131072 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 1416.0 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ5e | oMLX | 44.0 | 548.8 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 362.6 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 362.6 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 362.6 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 860.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 44.0 | 441.9 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | 43.97 | – | – | – | – | 2026-10-12 | sourced | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.9 | 554.9 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 43.9 | 575.2 | – | – | 32768 | 2026-10-18 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.8 | 775.6 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.8 | 481.1 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.8 | 1159.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.7 | 450.1 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.7 | 386.5 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.6 | 690.1 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.6 | 323.4 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.6 | 802.3 | – | – | 131072 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 43.6 | 433.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.5 | 1188.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 43.5 | 1718.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 43.44 | – | – | 6.75 | 40960 | 2026-09-10 | sourced | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 494.6 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 1922.0 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 2176.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 2176.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 1669.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 43.4 | 491.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.4 | 799.8 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.3 | 733.8 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 43.3 | 649.1 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.3 | 856.1 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| RX 9070 XT (emulated) | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 43.2 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 43.2 | 1312.0 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.2 | 417.6 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.2 | 417.6 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 43.2 | 192.9 | – | – | 4096 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 43.2 | 192.9 | – | – | 4096 | 2026-10-13 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.2 | 322.6 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.2 | 703.2 | – | – | 131072 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.1 | 624.0 | – | – | 32768 | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.1 | 1053.0 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.1 | 828.9 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3 | oMLX | 43.1 | 424.5 | – | – | 1024 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 43.0 | 1024.0 | – | – | 32768 | 2026-10-07 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 43.0 | 1024.0 | – | – | 32768 | 2026-10-07 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.0 | 823.6 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.0 | 1341.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 43.0 | 1033.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 2300.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 819.9 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 631.2 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 598.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 598.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 598.1 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 668.3 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 42.9 | 360.9 | – | – | 4096 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 42.9 | 759.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 1096.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.9 | 644.4 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 42.84 | – | – | – | – | 2026-10-08 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 42.8 | 604.3 | – | – | 199680 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 42.8 | 604.3 | – | – | 199680 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 42.8 | 604.3 | – | – | 199680 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 42.8 | 604.3 | – | – | 199680 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.7 | 586.8 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.7 | 586.8 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 42.7 | 1236.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 42.7 | 1236.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.6 | 323.4 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.6 | 1456.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.5 | 2101.0 | – | – | 199680 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.5 | 1274.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.5 | 1274.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 42.5 | 1444.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.5 | 2131.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.5 | 363.8 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 42.4 | 868.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 42.4 | 868.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.3 | 824.7 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.3 | 2272.0 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5 | oMLX | 42.3 | 856.1 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.2 | 522.0 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.1 | 4102.0 | – | – | 32768 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3e | oMLX | 42.1 | 638.9 | – | – | 4096 | 2026-10-12 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.1 | 279.2 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.1 | 513.7 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 42.07 | – | – | – | – | 2026-10-08 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 42 | – | – | – | tg3000 | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.0 | 991.0 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 42.0 | 823.7 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.0 | 378.1 | – | – | 131072 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.0 | 1347.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 42.0 | 374.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 41.9 | – | – | – | 51200 | 2026-10-06 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.9 | 505.6 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.9 | 327.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 41.8 | – | – | – | 250000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.7 | 658.2 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 41.7 | 837.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.7 | 2246.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 41.6 | – | – | – | 8192 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.6 | 245.9 | – | – | 8192 | 2026-10-08 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.6 | 513.2 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.6 | 513.2 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | 41.51 | – | – | – | – | 2026-10-12 | sourced | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 41.5 | 787.5 | – | – | 16384 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.5 | 550.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.5 | 855.6 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.5 | 529.7 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.5 | 673.4 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 41.5 | 1000.0 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 41.4 | 650.4 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.4 | 512.6 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 41.4 | 1135.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.3 | 670.4 | – | – | 131072 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.3 | 945.2 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 41.3 | 1861.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.3 | 679.9 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 41.3 | 660.0 | – | – | 131072 | 2026-10-18 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 41.2 | – | – | – | – | 2026-10-05 | community | – | source |
| 2× 20 GB | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CUDA) | 41.2 | – | – | – | 65536 | 2026-10-03 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.2 | 863.4 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.2 | 766.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 41.2 | 603.9 | – | – | 8192 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3 | oMLX | 41.2 | 903.5 | – | – | 16384 | 2026-10-18 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 41.1 | 626.9 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 41.1 | 626.9 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 41.1 | 626.9 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 41.1 | 626.9 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.1 | 944.1 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.1 | 375.5 | – | – | 65536 | 2026-10-14 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 41.06 | – | – | – | – | 2026-10-08 | community | – | source |
| 2x RTX 3090 + EPYC 7663 | Qwen3.8-Flash-Next 177B | UD-IQ4_XS | llama.cpp (CUDA) | 41.01 | 30.83 | – | – | 32768 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 41.0 | 1149.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.9 | 665.3 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.9 | 1214.0 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.9 | 694.9 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 40.8 | 1668.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.8 | 543.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 40.76 | – | – | – | – | 2026-10-08 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 40.7 | – | – | – | – | 2026-10-05 | community | – | source |
| RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 40.7 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 40.7 | 613.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 40.7 | 613.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 40.7 | 613.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 40.7 | 613.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 40.7 | 565.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.7 | 1324.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 40.7 | 701.4 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.6 | 835.0 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.4 | 623.6 | – | – | 32768 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.4 | 623.6 | – | – | 32768 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 40.4 | 742.7 | – | – | 199680 | 2026-10-09 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.4 | 576.7 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.4 | 611.0 | – | – | 131072 | 2026-10-16 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.4 | 843.5 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 40.3 | 342.4 | – | – | 4096 | 2026-10-12 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 40.3 | 342.4 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 40.3 | 620.1 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.3 | 1040.0 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.2 | 585.1 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.2 | 475.3 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.1 | 800.2 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.1 | 800.2 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 40.1 | 334.9 | – | – | 4096 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 40.1 | 334.9 | – | – | 4096 | 2026-10-14 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.1 | 481.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.1 | 481.5 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 40.0 | 2083.0 | – | – | 16384 | 2026-10-07 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.0 | 492.5 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.0 | 1047.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 40.0 | 1047.0 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.9 | 796.8 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 39.9 | 323.8 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.9 | 1738.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 844.1 | – | – | 32768 | 2026-10-07 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 500.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 500.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 953.0 | – | – | 1024 | 2026-10-13 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 356.3 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.8 | 323.7 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 39.8 | 1944.0 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 39.7 | – | – | – | 32000 | 2026-09-29 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.7 | 422.9 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.7 | 905.8 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.7 | 905.8 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| RX 9070 XT (emulated) | Qwen3.8-Flash-Next 80B-A3B | EXL3 3.05 bpw | ranma.cpp (ROCm) | 39.6 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.6 | 778.8 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 39.6 | 665.5 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| 2x RTX 3090 + EPYC 7663 | Qwen3.8-Flash-Next 177B | UD-IQ4_XS | llama.cpp (CUDA) | 39.55 | – | – | – | 32768 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 1663.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 1529.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 854.7 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 283.4 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 283.4 | – | – | 1024 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 39.5 | 614.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.5 | 252.3 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 39.4 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 39.4 | – | – | – | – | 2026-10-04 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.4 | 551.3 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.4 | 579.9 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.4 | 1631.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.4 | 1092.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.4 | 1092.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 39.4 | 1541.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 39.3 | 1697.0 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.3 | 614.4 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.3 | 479.7 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.3 | 927.5 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.2 | 757.8 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 39.1 | 498.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4 | oMLX | 39.0 | 779.3 | – | – | 65536 | 2026-10-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.0 | 536.8 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 39.0 | 1362.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.0 | 330.5 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 39.0 | 203.6 | – | – | 1024 | 2026-10-18 | community | – | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 38.9 | – | – | – | 32000 | 2026-09-29 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.9 | 741.5 | – | – | 1024 | 2026-10-07 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 38.9 | 845.6 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.9 | 306.1 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS-PLEQ4 | llama.cpp (CUDA) | 38.8 | – | – | – | 1048576 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.8 | 2485.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.8 | 279.1 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.8 | 728.1 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.7 | 918.8 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.6 | 250.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 8bit | oMLX | 38.6 | 800.4 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 38.6 | 1055.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5 | oMLX | 38.6 | 465.4 | – | – | 1024 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.6 | 667.9 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 38.5 | 1996.0 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.5 | 1285.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 38.5 | 2329.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.5 | 723.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.5 | 604.7 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.4 | 778.2 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.4 | 335.0 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.3 | 493.7 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 38.3 | 520.5 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 38.3 | 561.2 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.3 | 932.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.2 | 752.7 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.2 | 1410.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 38.13 | 832.23 | – | – | 2048 | 2026-10-01 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.1 | 586.2 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 38.00 | 802.72 | – | – | 4096 | 2026-10-01 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 38.0 | 592.5 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 495.8 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 483.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 483.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 483.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 483.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 483.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 38.0 | 2708.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.9 | 693.7 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 37.9 | 521.5 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.9 | 1788.0 | – | – | 131072 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.9 | 1401.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 37.8 | – | – | – | 32768 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.8 | 773.2 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 37.8 | 810.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.8 | 1032.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS-PLEQ4 | llama.cpp (CUDA) | 37.7 | – | – | – | 1048576 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.7 | 531.8 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.7 | 1050.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.7 | 312.7 | – | – | 4096 | 2026-10-13 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.7 | 312.7 | – | – | 4096 | 2026-10-13 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 37.6 | 854.3 | – | – | 1024 | 2026-10-06 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 37.6 | 339.3 | – | – | 199680 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.6 | 1316.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.6 | 352.5 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 37.51 | 768.48 | – | – | 8192 | 2026-10-01 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 403.8 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 403.8 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 403.8 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 403.8 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 403.8 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 418.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 418.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 529.6 | – | – | 8192 | 2026-10-15 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.5 | 969.5 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 37.5 | 503.3 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 37.4 | – | – | – | 32768 | 2026-09 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.4 | 296.6 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.4 | 1659.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.3 | 595.9 | – | – | 131072 | 2026-10-08 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.3 | 211.7 | – | – | 1024 | 2026-10-17 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 37.25 | 851.40 | – | – | 2048 | 2026-10-01 | community | – | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 37.2 | – | – | – | 42000 | 2026-09 | community | – | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ3_XXS | llama.cpp (ROCm) | 37.2 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.2 | 469.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.2 | 755.6 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.1 | 884.4 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 37.1 | 724.5 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 37.1 | 489.4 | – | – | 65536 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.1 | 553.9 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.1 | 334.3 | – | – | 16384 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.1 | 311.4 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| RX 9070 XT (emulated) | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 37.0 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 37.0 | 1232.0 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 37.0 | 522.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.0 | 822.1 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 37.0 | 970.9 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 37.0 | 205.9 | – | – | 1024 | 2026-10-18 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.9 | 471.2 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 36.9 | 322.8 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 36.9 | 1800.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.9 | 265.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.9 | 606.7 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.8 | 780.4 | – | – | 131072 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.8 | 916.6 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.8 | 1111.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.8 | 279.4 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3 | oMLX | 36.8 | 615.1 | – | – | 4096 | 2026-10-18 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 36.78 | 830.32 | – | – | 4096 | 2026-10-01 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 36.7 | 1138.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.7 | 371.1 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 36.7 | 1789.0 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.7 | 259.3 | – | – | 1024 | 2026-10-17 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 36.6 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.6 | 579.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.6 | 584.6 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.6 | 575.5 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.6 | 648.7 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 36.57 | 717.95 | – | – | 16384 | 2026-10-01 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.5 | 1011.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.5 | 793.5 | – | – | 1024 | 2026-10-13 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 36.5 | 644.6 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 36.5 | 644.6 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 36.4 | 798.1 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.4 | 620.3 | – | – | 65536 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.4 | 2104.0 | – | – | 131072 | 2026-10-14 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.4 | 261.5 | – | – | 1024 | 2026-10-16 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.4 | 458.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 36.31 | 817.21 | – | – | 8192 | 2026-10-01 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 36.31 | – | – | 5.44 | 40960 | 2026-09-10 | sourced | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 36.2 | 672.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M1 | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.2 | 2735.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.2 | 471.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.2 | 1096.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.1 | 2411.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.1 | 2411.0 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 36.1 | 349.4 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 36.1 | 501.7 | – | – | 32768 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 36.0 | 803.3 | – | – | 4096 | 2026-10-06 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 36.0 | 298.7 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.9 | 420.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.8 | 595.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.7 | 759.9 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.6 | 1427.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 35.5 | – | – | – | – | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.5 | 1407.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.5 | 1953.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.5 | 326.4 | – | – | 1024 | 2026-10-17 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.5 | 331.3 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.4 | 1755.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 35.4 | 798.3 | – | – | 1024 | 2026-10-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 35.30 | 801.99 | – | – | 16384 | 2026-10-01 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 35.3 | 1056.0 | – | – | 1024 | 2026-10-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.3 | 853.5 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.3 | 699.6 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.2 | 1324.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.1 | 239.0 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.1 | 323.7 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 35.1 | 1156.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 465.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 465.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 465.7 | – | – | 16384 | 2026-10-06 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 1967.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 1967.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 1967.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 556.4 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 35.0 | 1384.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 35.0 | 1384.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 825.1 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 825.1 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 487.4 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 35.0 | 631.1 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 34.85 | 637.29 | – | – | 32768 | 2026-10-01 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 34.8 | 1077.0 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 34.8 | 655.3 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.8 | 284.2 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 34.8 | 1210.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.8 | 531.3 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.8 | 502.2 | – | – | 8192 | 2026-10-15 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.8 | 502.2 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 34.8 | 1399.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 34.8 | 713.9 | – | – | 32768 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.8 | 1065.0 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| 2x RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 34.78 | 440.7 | – | – | – | 2026-10-07 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.7 | 2014.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.7 | 292.2 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.6 | 1023.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 34.6 | 471.3 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 34.6 | 1299.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.6 | 562.9 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.6 | 219.9 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 34.5 | – | – | – | 32768 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.5 | 603.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.5 | 236.2 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 34.5 | 1669.0 | – | – | 8192 | 2026-10-13 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.4 | 599.5 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.4 | 791.5 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 34.35 | 781.91 | – | – | 32768 | 2026-10-01 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 34.3 | 959.5 | – | – | 65536 | 2026-10-11 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 34.25 | – | – | 5.09 | 40960 | 2026-09-10 | sourced | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.2 | 2538.0 | – | – | 131072 | 2026-10-06 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 34.2 | 508.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 34.2 | 508.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 34.2 | 1271.0 | – | – | 16384 | 2026-10-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 34.2 | 477.2 | – | – | 65536 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 34.2 | 477.2 | – | – | 65536 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.2 | 163.1 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.1 | 576.1 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 34.0 | 387.5 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 34.0 | 1325.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.9 | 3448.0 | – | – | 131072 | 2026-10-10 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 33.9 | 668.5 | – | – | 8192 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.9 | 303.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.9 | 245.7 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.9 | 266.2 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.8 | 293.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.8 | 293.2 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 33.7 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.7 | 2338.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 33.7 | 289.1 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 33.7 | 1309.0 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 33.6 | 1260.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3 | oMLX | 33.6 | 1006.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 33.5 | 1276.0 | – | – | 8192 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.5 | 480.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.5 | 480.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 33.4 | 1335.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 33.4 | 1335.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.4 | 516.3 | – | – | 16384 | 2026-10-14 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.4 | 540.2 | – | – | 16384 | 2026-10-15 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 33.3 | – | – | – | – | 2026-10-05 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.3 | 399.2 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.3 | 399.2 | – | – | 8192 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 33.3 | 1082.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 33.2 | 651.7 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.2 | 754.4 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 33.1 | 2389.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 33.0 | – | – | – | tg256 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.0 | 528.8 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.0 | 349.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 33.0 | 215.6 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.9 | 818.4 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 32.9 | 287.9 | – | – | 1024 | 2026-10-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 32.9 | 733.4 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ6e | oMLX | 32.9 | 733.4 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.9 | 423.1 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 32.8 | – | – | – | – | 2026-09 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 32.8 | – | – | – | 256 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.8 | 1801.0 | – | – | 131072 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.8 | 1054.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 32.8 | 1267.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.8 | 397.2 | – | – | 32768 | 2026-10-13 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.7 | 1337.0 | – | – | 199680 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 32.7 | 343.4 | – | – | 1024 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 32.7 | 453.9 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.7 | 495.9 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 32.6 | – | – | – | tg256 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 32.6 | 2002.0 | – | – | 32768 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 32.6 | 2320.0 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.6 | 406.7 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 32.6 | 795.2 | – | – | 1024 | 2026-10-14 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.6 | 300.5 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 32.5 | 158.3 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 32.41 | – | – | 3.4 | 40960 | 2026-09-10 | sourced | – | source |
| M3 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 32.4 | 457.0 | – | – | 1024 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 32.4 | 1024.0 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.4 | 1009.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 32.3 | – | – | – | 64000 | 2026-09-29 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 32.3 | 1059.0 | – | – | 4096 | 2026-10-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.3 | 1083.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.3 | 968.6 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 32.3 | 698.9 | – | – | 8192 | 2026-10-18 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.2 | 567.5 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.2 | 567.5 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.2 | 248.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 499.9 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 502.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 502.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 502.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 502.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 502.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 514.7 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.1 | 778.3 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 32.08 | 528.55 | – | – | 65536 | 2026-10-01 | community | – | source |
| 2x Intel B70 | Qwen3.8-Flash-Next | UD-IQ3_XXS | llama.cpp (SYCL) | 32 | 420 | – | – | 196608 | 2026-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.0 | 1192.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.0 | 183.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 32.0 | 164.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.9 | 507.9 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.9 | 507.9 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.9 | 1064.0 | – | – | 16384 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.9 | 158.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | unspecified | llama.cpp | 31.86 | 754.63 | – | – | 65536 | 2026-10-01 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.8 | 572.7 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.8 | 581.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.8 | 641.8 | – | – | 1024 | 2026-10-15 | community | – | source |
| AMD Strix Halo | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build (rotor formats), llama-bench batch 1, no drafting | Gyro-S | llama.cpp (Vulkan) | 31.7 | – | – | – | tg128 | 2026-10-02 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 31.7 | 472.5 | – | – | 4096 | 2026-10-08 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.7 | 1057.0 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.7 | 504.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.6 | 547.3 | – | – | 1024 | 2026-10-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.6 | 635.1 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M1 | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.6 | 2372.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.6 | 936.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.5 | 782.1 | – | – | 16384 | 2026-10-08 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.5 | 251.2 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.5 | 1114.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.5 | 3368.0 | – | – | 131072 | 2026-10-16 | community | contradiction outlier | source |
| Radeon 8060S | Qwen3.8-Flash-Next | IQ3_XXS | Vulkan | 31.4 | 236.0 | – | – | – | 2026-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.4 | 674.6 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 31.3 | 1235.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 31.3 | 361.8 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 31.3 | 143.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.3 | 495.5 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.3 | 822.8 | – | – | 16384 | 2026-10-15 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 31.3 | 921.4 | – | – | 32768 | 2026-10-17 | community | – | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ4_XS | llama.cpp (ROCm) | 31.2 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 31.2 | 925.2 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 31.2 | 308.8 | – | – | 1024 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 31.2 | 308.8 | – | – | 1024 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.2 | 1448.0 | – | – | 8192 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.2 | 761.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.2 | 761.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 31.1 | 1012.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.1 | 187.5 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.1 | 427.2 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.1 | 679.3 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.1 | 337.6 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.1 | 231.8 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.0 | 783.8 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.0 | 774.0 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 31.0 | 1256.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 31.0 | 1235.0 | – | – | 131072 | 2026-10-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 31.0 | 772.5 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.0 | 260.8 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.0 | 158.6 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 31.0 | 247.3 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 30.9 | – | – | – | 8192 | 2026-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 30.9 | 1220.0 | – | – | 199680 | 2026-10-10 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 30.9 | 478.2 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.9 | 364.1 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 30.8 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 30.8 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.8 | 820.2 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.8 | 820.2 | – | – | 16384 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.8 | 558.6 | – | – | 1024 | 2026-10-15 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 30.8 | 1047.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 30.7 | – | – | – | 8192 | 2026-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.7 | 5595.0 | – | – | 131072 | 2026-10-07 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 30.7 | 593.1 | – | – | 4096 | 2026-10-13 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.7 | 859.9 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.6 | 324.9 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.6 | 423.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ4_XS | llama.cpp (ROCm) | 30.5 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.5 | 393.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.5 | 393.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.5 | 303.9 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.5 | 210.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 30.4 | – | – | – | – | 2026-10-05 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.4 | 348.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.4 | 789.4 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.4 | 789.4 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 30.4 | 685.2 | – | – | 32768 | 2026-10-17 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.4 | 331.5 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 30.3 | 177.8 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.3 | 425.1 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.2 | 451.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 30.2 | 850.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.2 | 1202.0 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 30.2 | 1057.0 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 30.2 | 4541.0 | – | – | 65536 | 2026-10-16 | community | contradiction outlier | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 30.1 | – | – | – | 8192 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 30.1 | 777.6 | – | – | 32768 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 1988.0 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 474.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 474.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 474.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 474.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.1 | 474.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| 5070/2x5060/4060 | Qwen3.8-Flash-Next | Q3_XXS | llama.cpp (CUDA) | 30 | 550 | – | – | 50000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.0 | 656.2 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 30.0 | 1013.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | FP8 | oMLX | 30.0 | 1017.0 | – | – | 4096 | 2026-10-14 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.9 | 5706.0 | – | – | 131072 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.8 | 431.8 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.8 | 509.9 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.7 | 287.6 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 29.6 | – | – | – | 8192 | 2026-09 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.6 | 429.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.6 | 264.8 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 29.5 | 1255.0 | – | – | 65536 | 2026-10-10 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.5 | 329.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.5 | 329.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.5 | 792.2 | – | – | 199680 | 2026-10-16 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 29.3 | – | – | – | 8192 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.3 | 364.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.3 | 432.3 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.3 | 1665.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 29.2 | 811.4 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| RX 9070 XT (emulated) | Qwen3.8-Flash-Next 80B-A3B | EXL3 4.05 bpw | ranma.cpp (ROCm) | 29.1 | – | – | – | 65536 | 2026-10-05 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 29.1 | 418.4 | – | – | 131072 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 29.1 | 418.4 | – | – | 131072 | 2026-10-14 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 29.1 | 261.4 | – | – | 65536 | 2026-10-18 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 29.0 | – | – | – | 8192 | 2026-09 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 29.0 | 308.8 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.9 | 355.8 | – | – | 199680 | 2026-10-08 | community | contradiction outlier | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ4_XS | llama.cpp (ROCm) | 28.8 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 28.8 | 515.6 | – | – | 1024 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 28.7 | 1228.0 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 28.6 | – | – | – | – | 2026-10-05 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.6 | 500.3 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.6 | 455.7 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 28.4 | 1098.0 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.4 | 929.4 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.4 | 335.2 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.4 | 257.2 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.4 | 324.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.3 | 234.1 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 28.2 | 456.9 | – | – | 16384 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.2 | 1294.0 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.1 | 339.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.1 | 400.7 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 28.0 | 303.8 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 27.9 | – | – | – | – | 2026-10-05 | community | – | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 27.9 | – | – | – | 64000 | 2026-09-29 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.9 | 406.9 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.9 | 406.9 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.9 | 247.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.9 | 234.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 376.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 376.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 376.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 376.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 376.4 | – | – | 131072 | 2026-10-11 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 752.8 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 282.5 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.8 | 293.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp (CUDA) | 27.7 | – | – | – | – | 2026-09-25 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.6 | 489.4 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.6 | 489.4 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.6 | 131.3 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.6 | 350.4 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.6 | 312.8 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8 | oMLX | 27.5 | 682.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.4 | 323.0 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 27.3 | – | – | – | – | 2026-10-05 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | 27.3 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 27.3 | 599.4 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 27.3 | 750.3 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.2 | 570.3 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 27.2 | 417.3 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.1 | 552.3 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 27.1 | 795.1 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 27.1 | 162.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 27.1 | 873.5 | – | – | 32768 | 2026-10-18 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.0 | 1152.0 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.0 | 1190.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 27.0 | 601.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | IQ3_S | llama.cpp (Metal) | 26.9 | – | – | – | 175000 | 2026-10 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.9 | 538.2 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.9 | 250.8 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 26.8 | – | – | – | – | 2026-10-05 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 26.8 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.8 | 660.7 | – | – | 4096 | 2026-10-14 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.8 | 828.0 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.8 | 532.6 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.7 | 755.1 | – | – | 65536 | 2026-10-09 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.7 | 831.1 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.7 | 2174.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.7 | 1027.0 | – | – | 4096 | 2026-10-14 | community | contradiction outlier | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.6 | 301.0 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| AMD Strix Halo | Qwen3.8-Flash-Next agentionai/llama.cpp Vulkan build (rotor formats), llama-bench batch 1, no drafting | Gyro-M | llama.cpp (Vulkan) | 26.4 | – | – | – | tg128 | 2026-10-02 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 26.4 | 1226.0 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.4 | 769.6 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ3e | oMLX | 26.4 | 231.2 | – | – | 4096 | 2026-10-18 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.4 | 624.3 | – | – | 16384 | 2026-10-18 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 26.3 | 486.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 26.3 | 486.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.3 | 307.0 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 26.2 | – | – | – | – | 2026-10-05 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.2 | 96.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 26.2 | 311.5 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.2 | 306.0 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.2 | 347.3 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 26.2 | 538.8 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.1 | 2310.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.1 | 2310.0 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.1 | 720.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 26.1 | 435.3 | – | – | 199680 | 2026-10-14 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 26.1 | 435.3 | – | – | 199680 | 2026-10-14 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.1 | 154.6 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.0 | 967.8 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 26.0 | 1402.0 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 25.9 | – | – | – | 16000 | 2026-09 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 25.9 | 602.1 | – | – | 4096 | 2026-10-13 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.9 | 155.6 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.8 | 220.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.8 | 371.5 | – | – | 1024 | 2026-10-15 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.8 | 354.2 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | 25.7 | – | – | – | 51200 | 2026-10-06 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 25.7 | – | – | – | 32000 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 25.7 | 617.4 | – | – | 16384 | 2026-10-12 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.7 | 568.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.7 | 1939.0 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.6 | 668.9 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 25.6 | 431.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 25.6 | 431.4 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 25.5 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.5 | 197.2 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.5 | 125.8 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.5 | 307.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 25.5 | 845.4 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.5 | 417.4 | – | – | 4096 | 2026-10-18 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.4 | 886.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.4 | 952.5 | – | – | 65536 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.3 | 589.2 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 25.3 | 514.7 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.3 | 193.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.2 | 417.5 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.2 | 417.5 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 25.2 | 638.4 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 25.2 | 601.8 | – | – | 4096 | 2026-10-13 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 25.1 | – | – | – | 32768 | 2026-09 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 25.1 | – | – | – | 32768 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.1 | 882.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 25.1 | 780.7 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.1 | 399.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| RTX 4090 | Qwen3.8-Flash-Next | Q4_0 | llama.cpp (CUDA) | 25.0 | – | – | – | tg512 | 2026-10-03 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.0 | 424.6 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.0 | 424.6 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 25.0 | 119.1 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 25.0 | 624.1 | – | – | 8192 | 2026-10-18 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.9 | 303.4 | – | – | 65536 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.8 | 1227.0 | – | – | 199680 | 2026-10-14 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 24.8 | 858.0 | – | – | 32768 | 2026-10-18 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 24.7 | 602.0 | – | – | 4096 | 2026-10-13 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.7 | 94.5 | – | – | 1024 | 2026-10-18 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.6 | 2893.0 | – | – | 199680 | 2026-10-07 | community | contradiction outlier | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.6 | 1191.0 | – | – | 199680 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.6 | 422.0 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.6 | 354.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.5 | 310.1 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 24.4 | – | – | – | – | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.4 | 509.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.4 | 509.1 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 24.3 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.3 | 3209.0 | – | – | 199680 | 2026-10-10 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 24.3 | 1042.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.3 | 190.1 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 24.2 | 493.9 | – | – | 1024 | 2026-10-09 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.2 | 543.9 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.1 | 477.7 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.1 | 4014.0 | – | – | 32768 | 2026-10-17 | community | contradiction outlier | source |
| 2x Intel B70 | Qwen3.8-Flash-Next | UD-IQ3_XXS | llama.cpp (SYCL) | 24 | 365 | – | – | 196608 | 2026-10 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 24.0 | 351.6 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 24.0 | 601.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 23.9 | 380.2 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.8 | 5628.0 | – | – | 199680 | 2026-10-10 | community | contradiction outlier | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.8 | 5628.0 | – | – | 199680 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 23.8 | 361.8 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4 | oMLX | 23.8 | 1048.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.8 | 700.1 | – | – | 8192 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.7 | 381.7 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 23.6 | – | – | – | – | 2026-10-05 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 23.6 | – | – | – | – | 2026-10-05 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | 23.6 | – | – | – | 8192 | 2026-09 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | NVFP4 | vLLM | 23.51 | – | – | 3.45 | 40960 | 2026-09-10 | sourced | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 23.5 | – | – | – | 8000 | 2026-09 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.5 | 417.7 | – | – | 1024 | 2026-10-09 | community | contradiction outlier | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.5 | 417.7 | – | – | 1024 | 2026-10-09 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 23.5 | 160.5 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 23.4 | 255.7 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ6e | oMLX | 23.4 | 318.9 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.4 | 286.6 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.4 | 827.6 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.2 | 255.4 | – | – | 131072 | 2026-10-12 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 23.2 | 602.0 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.1 | 1424.0 | – | – | 16384 | 2026-10-09 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 23.1 | 601.9 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.1 | 943.9 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 23.0 | – | – | – | – | 2026-10-05 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 23 | – | – | – | 4000 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 23.0 | 534.0 | – | – | 65536 | 2026-10-10 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 23.0 | 117.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 22.9 | 243.7 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 22.9 | 390.9 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.8 | 826.1 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 22.8 | 847.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.8 | 159.7 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 22.7 | 817.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.7 | 438.6 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 22.5 | 609.0 | – | – | 111000 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.5 | 494.5 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.5 | 556.7 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.5 | 647.4 | – | – | 131072 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.4 | 466.7 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.4 | 466.7 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.4 | 293.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.4 | 457.8 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.4 | 297.3 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.3 | 516.9 | – | – | 65536 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 22.3 | 142.8 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.2 | 399.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.2 | 399.1 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.2 | 225.7 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.1 | 816.5 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.1 | 2596.0 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.1 | 2596.0 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 22.1 | 1293.0 | – | – | 32768 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 22.0 | 151.1 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.0 | 1376.0 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 22.0 | 1376.0 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.9 | 498.5 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.9 | 498.5 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.9 | 421.4 | – | – | 131072 | 2026-10-07 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 21.9 | 492.3 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.9 | 373.7 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3e | oMLX | 21.9 | 1047.0 | – | – | 16384 | 2026-10-16 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 21.9 | 161.7 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 21.8 | 405.3 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.7 | 149.1 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 21.7 | 265.6 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.7 | 2810.0 | – | – | 8192 | 2026-10-16 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.7 | 643.9 | – | – | 4096 | 2026-10-16 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 21.6 | 446.9 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 21.5 | – | – | – | – | 2026-10-05 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 395.4 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 395.4 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 197.4 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 650.8 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 594.8 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.5 | 594.8 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 21.4 | – | – | – | 128000 | 2026-09-29 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.4 | 550.4 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.4 | 550.4 | – | – | 8192 | 2026-10-07 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.4 | 694.1 | – | – | 1024 | 2026-10-15 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.4 | 313.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 21.3 | 659.2 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 21.3 | 296.8 | – | – | 4096 | 2026-10-15 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.2 | 227.2 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.1 | 937.5 | – | – | 32768 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.1 | 135.1 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.1 | 135.1 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.1 | 158.0 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | 21.0 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.0 | 423.8 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 21.0 | 434.1 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.0 | 153.3 | – | – | 1024 | 2026-10-14 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 21.0 | 385.4 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.8 | 689.5 | – | – | 1024 | 2026-10-14 | community | contradiction outlier | source |
| R9700 | Qwen3.8-Flash-Next | q8_0 KV | llama.cpp | 20.6 | – | – | – | 128000 | 2026-09-29 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 20.6 | 341.2 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ3e | oMLX | 20.6 | 75.9 | – | – | 1024 | 2026-10-18 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 20.5 | 194.3 | – | – | 8192 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | nvfp4 | oMLX | 20.5 | 1257.0 | – | – | 32768 | 2026-10-10 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.5 | 543.1 | – | – | 32768 | 2026-10-14 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.5 | 543.1 | – | – | 32768 | 2026-10-14 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 20.5 | 154.9 | – | – | 1024 | 2026-10-17 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 20.4 | 706.9 | – | – | 1024 | 2026-10-09 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 20.4 | 616.7 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.3 | 512.7 | – | – | 1024 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.3 | 472.5 | – | – | 4096 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 20.3 | 119.7 | – | – | 4096 | 2026-10-10 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 20.3 | 607.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 20.3 | 607.0 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.2 | 675.4 | – | – | 1024 | 2026-10-13 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.2 | 921.8 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.2 | 921.8 | – | – | 65536 | 2026-10-14 | community | contradiction | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 20.2 | 90.7 | – | – | 1024 | 2026-10-15 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.1 | 395.4 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.1 | 395.4 | – | – | 16384 | 2026-10-10 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q4_K_M | llama.cpp (CUDA) | 20.0 | – | – | – | – | 2026-10-05 | community | – | source |
| 5070/2x5060/4060 | Qwen3.8-Flash-Next | Q4_XS | llama.cpp (CUDA) | 20 | – | – | – | 40000 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.0 | 1622.0 | – | – | 32768 | 2026-10-07 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 20.0 | 434.6 | – | – | 4096 | 2026-10-12 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.0 | 151.7 | – | – | 1024 | 2026-10-13 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.0 | 360.6 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.0 | 360.6 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 20.0 | 607.2 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.9 | 616.7 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.9 | 616.7 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.9 | 413.1 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 19.9 | 787.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.9 | 234.5 | – | – | 65536 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.8 | 421.4 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.8 | 421.4 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 19.7 | 233.7 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.7 | 944.0 | – | – | 199680 | 2026-10-14 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 19.7 | 289.4 | – | – | 65536 | 2026-10-17 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.6 | 608.0 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.6 | 146.4 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.6 | 288.3 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 19.531 | – | – | – | 2048 | 2026-09 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.3 | 536.3 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.3 | 536.3 | – | – | 16384 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.3 | 463.6 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 19.3 | 169.9 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.3 | 144.3 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.3 | 954.1 | – | – | 131072 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 19.3 | 550.5 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.2 | 320.5 | – | – | 8192 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.2 | 607.8 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.2 | 325.4 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ3e | oMLX | 19.2 | 128.5 | – | – | 16384 | 2026-10-18 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 19.0 | 1730.0 | – | – | 16384 | 2026-10-11 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 19.0 | 236.8 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.9 | 673.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.9 | 673.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.8 | 423.3 | – | – | 1024 | 2026-10-08 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 18.8 | 574.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.8 | 105.0 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 18.753 | – | – | – | 16384 | 2026-09 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 18.7 | 91.6 | – | – | 1024 | 2026-10-15 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 517.6 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 517.6 | – | – | 32768 | 2026-10-07 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 91.5 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 273.8 | – | – | 199680 | 2026-10-12 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 287.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 287.9 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.6 | 977.6 | – | – | 4096 | 2026-10-15 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.5 | 627.1 | – | – | 1024 | 2026-10-15 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 18.321 | – | – | – | 8192 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.3 | 621.4 | – | – | 1024 | 2026-10-15 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 18.3 | 101.0 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 216.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 216.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 216.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 216.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 622.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.2 | 622.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| 4× Tesla P40 | Qwen3.8-Flash-Next 125B | UD-Q3_K_XL | llama.cpp (CUDA) | 18.1 | – | – | – | – | 2026-08 | community | – | source |
| 4× Tesla P40 | Qwen3.8-Flash-Next 125B | UD-Q3_K_XL | llama.cpp (CUDA) | 18.1 | – | – | – | – | 2026-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.1 | 194.2 | – | – | 4096 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 18.1 | 877.1 | – | – | 131072 | 2026-10-15 | community | – | source |
| 4× Tesla P40 | Qwen3.8-Flash-Next 125B | UD-Q3_K_XL | llama.cpp (CUDA) | 18.0 | – | – | – | – | 2026-08 | community | – | source |
| 4× Tesla P40 | Qwen3.8-Flash-Next 125B | UD-Q3_K_XL | llama.cpp (CUDA) | 18.0 | – | – | – | – | 2026-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ8e | oMLX | 18.0 | 102.5 | – | – | 1024 | 2026-10-12 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.0 | 332.4 | – | – | 65536 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.0 | 562.3 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 18.0 | 562.3 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2 | oMLX | 17.8 | 207.3 | – | – | 32768 | 2026-10-08 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.8 | 132.8 | – | – | 1024 | 2026-10-16 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.8 | 136.0 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.8 | 440.9 | – | – | 131072 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.8 | 440.9 | – | – | 131072 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.7 | 438.0 | – | – | 16384 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.7 | 909.0 | – | – | 16384 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.6 | 91.1 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 17.6 | 507.3 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 17.5 | 637.7 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 17.5 | 637.7 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 17.5 | 168.9 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.4 | 104.8 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.4 | 104.8 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.4 | 104.8 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.4 | 104.8 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 17.275 | – | – | – | 16384 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.2 | 327.7 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.2 | 78.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.2 | 78.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.2 | 78.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.2 | 78.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.1 | 182.8 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.1 | 2111.0 | – | – | 16384 | 2026-10-16 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.0 | 429.7 | – | – | 4096 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 17.0 | 166.4 | – | – | 1024 | 2026-10-13 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.0 | 294.2 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 17.0 | 294.2 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.9 | 99.7 | – | – | 65536 | 2026-10-08 | community | contradiction outlier | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 16.8 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.8 | 386.7 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.8 | 621.0 | – | – | 8192 | 2026-10-11 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.8 | 621.0 | – | – | 8192 | 2026-10-11 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 16.8 | 738.9 | – | – | 131072 | 2026-10-15 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 16.7 | 76.8 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.5 | 772.6 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.5 | 109.1 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.5 | 109.1 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.4 | 239.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.4 | 239.6 | – | – | 1024 | 2026-10-10 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 16.4 | 277.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 16.3 | 325.2 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 16.2 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 16.2 | 632.4 | – | – | 32768 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.2 | 750.4 | – | – | 32768 | 2026-10-15 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.2 | 300.8 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.1 | 2320.0 | – | – | 32768 | 2026-10-07 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.1 | 948.3 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.1 | 948.3 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.1 | 351.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.1 | 133.4 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 16.096 | – | – | – | 16384 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 16.0 | 91.7 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2 | oMLX | 15.9 | 205.8 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 15.9 | 526.5 | – | – | 4096 | 2026-10-13 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 15.8 | 638.4 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2 | oMLX | 15.7 | 150.2 | – | – | 8192 | 2026-10-08 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.7 | 336.4 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.6 | 94.5 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ8e | oMLX | 15.6 | 129.4 | – | – | 4096 | 2026-10-12 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 15.5 | – | – | – | – | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.5 | 535.4 | – | – | 32768 | 2026-10-11 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.5 | 535.4 | – | – | 32768 | 2026-10-11 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 15.5 | 238.7 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.5 | 859.7 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.4 | 326.3 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 15.4 | 563.9 | – | – | 4096 | 2026-10-14 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.3 | 752.9 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.3 | 109.2 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.3 | 2163.0 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.2 | 3226.0 | – | – | 65536 | 2026-10-10 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 15.2 | 1047.0 | – | – | 16384 | 2026-10-15 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 15.135 | – | – | – | 16384 | 2026-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.1 | 936.2 | – | – | 65536 | 2026-10-11 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.1 | 936.2 | – | – | 65536 | 2026-10-11 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.1 | 1177.0 | – | – | 4096 | 2026-10-13 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.1 | 474.8 | – | – | 199680 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.1 | 474.8 | – | – | 199680 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 15.0 | 598.1 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.9 | 163.7 | – | – | 1024 | 2026-10-07 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.9 | 284.3 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.9 | 284.3 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.9 | 104.5 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.8 | 224.6 | – | – | 32768 | 2026-10-09 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.8 | 94.6 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.8 | 94.6 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 14.7 | 437.5 | – | – | 32768 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 94.3 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 343.9 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 343.9 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 168.9 | – | – | 1024 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 568.6 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.7 | 568.6 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.7 | 259.5 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.7 | 539.0 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.6 | 135.1 | – | – | 1024 | 2026-10-07 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.6 | 341.4 | – | – | 4096 | 2026-10-11 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.6 | 341.4 | – | – | 4096 | 2026-10-11 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.6 | 93.5 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.6 | 215.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 14.6 | 78.2 | – | – | 1024 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.6 | 559.1 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.5 | 455.8 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.5 | 386.9 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 14.5 | 1834.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.5 | 122.3 | – | – | 1024 | 2026-10-16 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.5 | 231.2 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.5 | 427.6 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.4 | 93.9 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.4 | 97.6 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.4 | 102.7 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.4 | 242.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.4 | 221.4 | – | – | 4096 | 2026-10-16 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.3 | 356.6 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.3 | 815.5 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.3 | 280.0 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.3 | 280.0 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | Q5_K_M | llama.cpp (CUDA) | 14.2 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 14.2 | 124.3 | – | – | 1024 | 2026-10-10 | community | contradiction outlier | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 138.6 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 138.6 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 138.6 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 138.6 | – | – | 16384 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 463.8 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.2 | 463.8 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | GSQ-RCO-Q2 | oMLX | 14.1 | 328.9 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.1 | 172.5 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| RTX 5070 + Ryzen 5 5600GT | Qwen3.8-Flash-Next 177B | UD-IQ3_XXS | llama.cpp (CUDA) | 14 | – | – | – | – | 2026-10-05 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.0 | 227.2 | – | – | 32768 | 2026-10-09 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.0 | 419.0 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 14.0 | 212.0 | – | – | 4096 | 2026-10-16 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 14.0 | 97.9 | – | – | 1024 | 2026-10-17 | community | contradiction | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 13.9 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.9 | 676.2 | – | – | 16384 | 2026-10-07 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.9 | 478.6 | – | – | 32768 | 2026-10-13 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.9 | 468.6 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.9 | 468.6 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | 4bit | oMLX | 13.8 | 121.3 | – | – | 4096 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 661.8 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 546.3 | – | – | 32768 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 546.3 | – | – | 32768 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 586.9 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 599.8 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.8 | 515.3 | – | – | 32768 | 2026-10-17 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.7 | 425.8 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 13.7 | 135.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.6 | 516.2 | – | – | 4096 | 2026-10-08 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.6 | 144.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.6 | 144.2 | – | – | 1024 | 2026-10-11 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.6 | 431.3 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.6 | 431.3 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 13.567 | – | – | – | 16384 | 2026-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.5 | 834.2 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 13.5 | 687.0 | – | – | 131072 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.5 | 95.5 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.4 | 379.0 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.4 | 379.0 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.4 | 128.2 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.2 | 94.1 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.2 | 94.1 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.2 | 460.4 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.2 | 460.4 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.1 | 443.4 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.1 | 786.9 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.1 | 786.9 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.0 | 508.2 | – | – | 16384 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.0 | 519.4 | – | – | 32768 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.0 | 873.1 | – | – | 8192 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.0 | 578.0 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 13.0 | 578.0 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | 4bit | oMLX | 12.9 | 462.6 | – | – | 32768 | 2026-10-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.9 | 433.2 | – | – | 8192 | 2026-10-09 | community | contradiction outlier | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | UD-Q6_K_XL | llama.cpp (CUDA) | 12.8 | – | – | – | – | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.8 | 126.0 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2 | oMLX | 12.8 | 198.3 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.8 | 803.5 | – | – | 131072 | 2026-10-09 | community | contradiction outlier | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.8 | 216.7 | – | – | 1024 | 2026-10-12 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.7 | 148.9 | – | – | 1024 | 2026-10-14 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.6 | 275.9 | – | – | 4096 | 2026-10-07 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.6 | 512.8 | – | – | 16384 | 2026-10-09 | community | – | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.5 | 286.0 | – | – | 4096 | 2026-10-08 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2 | oMLX | 12.4 | 183.6 | – | – | 32768 | 2026-10-08 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.3 | 536.3 | – | – | 199680 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.2 | 594.2 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 12.2 | 458.4 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.1 | 117.1 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.1 | 510.0 | – | – | 16384 | 2026-10-11 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.1 | 510.0 | – | – | 16384 | 2026-10-11 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.1 | 101.1 | – | – | 1024 | 2026-10-16 | community | contradiction outlier | source |
| 5070/2x5060/4060 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp (CUDA) | 12 | 170 | – | – | 50000 | 2026-09 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 12.0 | 262.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| 2x RTX 3090 | Qwen3.8-Flash-Next 177B | IQ4_XS | llama.cpp (CUDA) | 11.9 | – | – | – | – | 2026-10-05 | community | – | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 244.1 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 244.1 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 339.4 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 142.3 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 142.3 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.9 | 311.4 | – | – | 8192 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 110.4 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 516.3 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 367.7 | – | – | 16384 | 2026-10-12 | community | – | source |
| M3 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 429.5 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 159.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.8 | 159.7 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.7 | 455.5 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.7 | 272.2 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ5e | oMLX | 11.7 | 149.6 | – | – | 1024 | 2026-10-14 | community | contradiction outlier | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 11.6 | – | – | – | 8000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.6 | 119.1 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.6 | 698.1 | – | – | 16384 | 2026-10-07 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.6 | 483.3 | – | – | 199680 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.6 | 645.4 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| RTX 5070 + Ryzen 5 5600GT | Qwen3.8-Flash-Next 177B | UD-IQ3_XXS | llama.cpp (CUDA) | 11.5 | – | – | – | – | 2026-10-05 | community | – | source |
| RTX 5070 | Qwen3.8-Flash-Next | UD-IQ3_XXS | llama.cpp (CUDA) | 11.5 | – | – | – | – | 2026-10-04 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.5 | 131.2 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 11.5 | 497.4 | – | – | 32768 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.4 | 424.0 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 11.4 | 666.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.4 | 349.6 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.4 | 295.1 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.4 | 412.0 | – | – | 8192 | 2026-10-13 | community | contradiction | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ3_XXS | llama.cpp (ROCm) | 11.3 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.3 | 149.7 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ8e | oMLX | 11.3 | 397.6 | – | – | 65536 | 2026-10-11 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 11.3 | 89.8 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.2 | 285.8 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.2 | 252.6 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.2 | 409.1 | – | – | 4096 | 2026-10-17 | community | contradiction outlier | source |
| 2x Apple M1 Max | Qwen3.8-Flash-Next | IQ4_XS | Metal | 11.1 | 153.8 | – | – | 65536 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 134.4 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 460.1 | – | – | 8192 | 2026-10-09 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 415.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 415.2 | – | – | 4096 | 2026-10-11 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 460.7 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.1 | 460.7 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| 5x RTX3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp | 11 | – | – | – | 250000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.0 | 102.2 | – | – | 1024 | 2026-10-09 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.0 | 92.9 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 11.0 | 664.4 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.0 | 289.6 | – | – | 4096 | 2026-10-13 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.0 | 123.9 | – | – | 4096 | 2026-10-17 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 11.0 | 250.4 | – | – | 4096 | 2026-10-17 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 11.0 | 96.8 | – | – | 1024 | 2026-10-17 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.9 | 508.0 | – | – | 131072 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.8 | 153.0 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.8 | 117.1 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.8 | 361.0 | – | – | 8192 | 2026-10-10 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.8 | 601.9 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.7 | 126.7 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.7 | 126.7 | – | – | 8192 | 2026-10-06 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.7 | 89.2 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.7 | 926.0 | – | – | 65536 | 2026-10-10 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.6 | 195.9 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.6 | 195.9 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.6 | 397.0 | – | – | 16384 | 2026-10-12 | community | contradiction | source |
| RTX 5070 + Ryzen 5 5600GT | Qwen3.8-Flash-Next 177B | UD-IQ3_XXS | llama.cpp (CUDA) | 10.41 | – | – | – | tg10000 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.4 | 195.1 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ8e | oMLX | 10.4 | 406.3 | – | – | 65536 | 2026-10-12 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 10.4 | 191.7 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.4 | 514.2 | – | – | 199680 | 2026-10-17 | community | contradiction outlier | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 10.3 | – | – | – | 16000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.3 | 451.2 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.3 | 495.1 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | 10.2 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.2 | 78.0 | – | – | 1024 | 2026-10-06 | community | contradiction outlier | source |
| RTX 5070 + Ryzen 5 5600GT | Qwen3.8-Flash-Next 177B | UD-IQ3_XXS | llama.cpp (CUDA) | 10.15 | – | – | – | tg4892 | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.1 | 86.4 | – | – | 1024 | 2026-10-09 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.1 | 250.7 | – | – | 4096 | 2026-10-12 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.0 | 159.2 | – | – | 8192 | 2026-10-09 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.0 | 276.2 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.0 | 276.2 | – | – | 1024 | 2026-10-11 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.0 | 375.1 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 10.0 | 467.2 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| 7900 XTX | Qwen3.8-Flash-Next 125B | UD-IQ3_XXS | llama.cpp (ROCm) | 9.7 | – | – | – | 4096 | 2026-10-04 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.7 | 187.4 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.7 | 72.8 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.7 | 305.9 | – | – | 65536 | 2026-10-17 | community | – | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.6 | 63.9 | – | – | 1024 | 2026-10-18 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.5 | 267.3 | – | – | 4096 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.5 | 470.8 | – | – | 131072 | 2026-10-17 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.4 | 89.8 | – | – | 4096 | 2026-10-07 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 9.4 | 118.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | 4bit | oMLX | 9.3 | 95.1 | – | – | 4096 | 2026-10-07 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 9.3 | 191.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.2 | 694.4 | – | – | 199680 | 2026-10-08 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.2 | 146.8 | – | – | 4096 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.2 | 181.1 | – | – | 8192 | 2026-10-12 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.2 | 358.1 | – | – | 16384 | 2026-10-18 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.1 | 494.2 | – | – | 65536 | 2026-10-17 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.0 | 77.6 | – | – | 1024 | 2026-10-06 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.0 | 760.9 | – | – | 32768 | 2026-10-11 | community | contradiction outlier | source |
| M3 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.0 | 138.8 | – | – | 1024 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ3.5e | oMLX | 9.0 | 330.1 | – | – | 32768 | 2026-10-12 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 9.0 | 593.0 | – | – | 16384 | 2026-10-17 | community | contradiction outlier | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.94 | – | – | – | – | 2026-10-05 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.9 | 198.3 | – | – | 4096 | 2026-10-06 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.9 | 77.4 | – | – | 4096 | 2026-10-07 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.9 | 78.2 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.9 | 499.6 | – | – | 131072 | 2026-10-17 | community | contradiction outlier | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.87 | 35.52 | – | – | – | 2026-10-05 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.8 | 70.4 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.7 | 74.0 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.7 | 226.2 | – | – | 16384 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.7 | 286.8 | – | – | 16384 | 2026-10-08 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2 | oMLX | 8.7 | 77.9 | – | – | 1024 | 2026-10-09 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.69 | – | – | – | – | 2026-10-05 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 8.6 | – | – | – | 32000 | 2026-09 | community | – | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.6 | 173.1 | – | – | 4096 | 2026-10-09 | community | contradiction outlier | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 8.6 | 188.3 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M1 Ultra | Qwen3.8-Flash-Next | 3bit | oMLX | 8.5 | 187.8 | – | – | 4096 | 2026-10-13 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.5 | 1409.0 | – | – | 16384 | 2026-10-16 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 8.4 | 90.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2 | oMLX | 8.3 | 126.1 | – | – | 4096 | 2026-10-09 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.3 | 85.8 | – | – | 4096 | 2026-10-16 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.28 | 31.46 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.27 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.2 | 474.6 | – | – | 16384 | 2026-10-09 | community | contradiction | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 8.12 | – | – | – | – | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 8.1 | 429.0 | – | – | 8192 | 2026-10-10 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 8.1 | 182.0 | – | – | 16384 | 2026-10-17 | community | – | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.9 | 79.2 | – | – | 1024 | 2026-10-08 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.8 | 575.5 | – | – | 32768 | 2026-10-17 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ2.7e | oMLX | 7.7 | 182.4 | – | – | 4096 | 2026-10-15 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2 | oMLX | 7.6 | 70.7 | – | – | 1024 | 2026-10-09 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.6 | 161.2 | – | – | 4096 | 2026-10-15 | community | contradiction outlier | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.6 | 84.8 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Qwen3.8-Flash-Next | oQ8e | oMLX | 7.5 | 404.4 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M2 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.5 | 131.1 | – | – | 16384 | 2026-10-18 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.4 | 218.3 | – | – | 16384 | 2026-10-08 | community | contradiction outlier | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.2 | 88.6 | – | – | 8192 | 2026-10-16 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 7.10 | – | – | – | – | 2026-10-05 | community | – | source |
| M2 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.1 | 585.9 | – | – | 8192 | 2026-10-07 | community | contradiction outlier | source |
| M5 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.1 | 256.9 | – | – | 16384 | 2026-10-08 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ2 | oMLX | 7.1 | 129.1 | – | – | 4096 | 2026-10-09 | community | contradiction | source |
| M5 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 7.1 | 495.1 | – | – | 16384 | 2026-10-16 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 7.1 | 160.9 | – | – | 8192 | 2026-10-17 | community | – | source |
| RTX 5070 + Ryzen 5 5600GT | Qwen3.8-Flash-Next 177B | UD-IQ3_XXS | llama.cpp (CUDA) | 7 | – | – | – | – | 2026-10-05 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 6.9 | – | – | – | 16000 | 2026-09 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 6.86 | – | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 6.83 | 55.86 | – | – | tg128 | 2026-10-05 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | 4bit | oMLX | 6.8 | 92.7 | – | – | 32768 | 2026-10-07 | community | – | source |
| M4 Pro | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.8 | 53.1 | – | – | 1024 | 2026-10-16 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ8e | oMLX | 6.8 | 1867.0 | – | – | 16384 | 2026-10-16 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.6 | 236.5 | – | – | 8192 | 2026-10-15 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ2.5e | oMLX | 6.4 | 86.9 | – | – | 1024 | 2026-10-13 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.4 | 231.8 | – | – | 8192 | 2026-10-15 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.4 | 145.0 | – | – | 8192 | 2026-10-17 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.3 | 70.7 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 6.22 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 6.21 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.2 | 151.4 | – | – | 4096 | 2026-10-17 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 6.0 | 90.3 | – | – | 1024 | 2026-10-17 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 5.85 | – | – | – | tg128 | 2026-10-05 | community | – | source |
| M5 Ultra | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.8 | 2782.0 | – | – | 199680 | 2026-10-10 | community | contradiction outlier | source |
| M4 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.8 | 154.0 | – | – | 16384 | 2026-10-12 | community | contradiction outlier | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.8 | 86.7 | – | – | 1024 | 2026-10-17 | community | – | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 5.776 | – | – | – | 262144 | 2026-09 | community | – | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 5.649 | – | – | – | 262144 | 2026-09 | community | – | source |
| 8 threads | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CPU) | 5.61 | – | – | – | 4096 | 2026-10-02 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 5.5 | – | – | – | 32000 | 2026-09 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.3 | 62.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.3 | 139.7 | – | – | 32768 | 2026-10-17 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.3 | 129.2 | – | – | 65536 | 2026-10-17 | community | – | source |
| Apple M3 Ultra | Qwen3.8-Flash-Next | Q8_0 | Metal | 5.2 | – | – | – | 16000 | 2026-09 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.2 | 126.9 | – | – | 199680 | 2026-10-17 | community | – | source |
| 8 threads | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CPU) | 5.13 | – | – | – | 4096 | 2026-10-02 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.1 | 81.5 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.1 | 81.5 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.1 | 86.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.1 | 86.2 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.0 | 147.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 5.0 | 147.0 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.9 | 149.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.9 | 149.8 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.9 | 130.6 | – | – | 131072 | 2026-10-17 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.8 | 77.6 | – | – | 4096 | 2026-10-07 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.8 | 135.3 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.8 | 135.3 | – | – | 8192 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.7 | 150.1 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.7 | 150.1 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.7 | 103.5 | – | – | 4096 | 2026-10-16 | community | – | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.5 | 127.1 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.5 | 127.1 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.2 | 122.6 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.2 | 122.6 | – | – | 65536 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.1 | 113.2 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.1 | 106.1 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.1 | 113.2 | – | – | 131072 | 2026-10-16 | community | contradiction | source |
| M5 | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.1 | 106.1 | – | – | 199680 | 2026-10-16 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.0 | 79.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.0 | 79.3 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 4.0 | 64.9 | – | – | 1024 | 2026-10-16 | community | contradiction | source |
| M4 Max | Qwen3.8-Flash-Next | 2bit | oMLX | 3.9 | 61.2 | – | – | 1024 | 2026-10-08 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.7 | 59.1 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.7 | 58.5 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.5 | 59.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.5 | 59.7 | – | – | 4096 | 2026-10-11 | community | contradiction | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.5 | 46.5 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.5 | 46.5 | – | – | 1024 | 2026-10-11 | community | – | source |
| 8 threads | Qwen3.8-Flash-Next | IQ1_M main / Q8_0 head | llama.cpp (CPU) | 3.49 | – | – | – | 4096 | 2026-10-02 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.3 | 46.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| M1 Max | Qwen3.8-Flash-Next | oQ4e | oMLX | 3.3 | 46.9 | – | – | 1024 | 2026-10-11 | community | – | source |
| Threadripper PRO 3975WX + Quadro P2000 | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CUDA) | 2.86 | 14.36 | – | – | – | 2026-10-05 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | 2.3 | – | – | – | 256000 | 2026-10-06 | community | – | source |
| M4 | Qwen3.8-Flash-Next | oQ4e | oMLX | 1.4 | 14.6 | – | – | 1024 | 2026-10-14 | community | – | source |
| M4 | Qwen3.8-Flash-Next | oQ4e | oMLX | 1.3 | 24.4 | – | – | 4096 | 2026-10-14 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 1.28 | 51.08 | – | – | tg128 | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | 1.27 | 52.60 | – | – | tg128 | 2026-10-05 | community | – | source |
| RTX 4080 SUPER | Qwen3.8-Flash-Next | IQ4_XS | llama.cpp (CUDA) | 0.71 | – | – | – | 262144 | 2026-09 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 28.79 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 41.50 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 32.74 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 48.80 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 35.46 | – | – | – | 2026-10-05 | community | – | source |
| Threadripper PRO 3975WX | Qwen3.8-Flash-Next 177B | UD-Q3_K_XL | llama.cpp (CPU) | – | 54.46 | – | – | – | 2026-10-05 | community | – | source |
| Ryzen 8845HS | Qwen3.8-Flash-Next | UD-IQ1_S | llama.cpp (cross-backend split) | – | 150 | – | – | – | 2026-10 | community | – | source |
| Ryzen 8845HS | Qwen3.8-Flash-Next | UD-IQ1_S | llama.cpp (cross-backend split) | – | 330 | – | – | – | 2026-10 | community | – | source |
| 5070/2x5060/4060 | Qwen3.8-Flash-Next | Q3_XXS | llama.cpp (CUDA) | – | 350 | – | – | – | 2026-09 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | – | 340 | – | – | 8192 | 2026-09 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | – | 510 | – | – | 8192 | 2026-09 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | – | 280 | – | – | 32768 | 2026-09 | community | – | source |
| Bosgame M5 (Ryzen AI Max+ 395, Radeon 8060S, 128 GB) | Qwen3.8-Flash-Next | UD-IQ4_XS | Vulkan | – | 390 | – | – | 32768 | 2026-09 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | – | 568 | – | – | 51200 | 2026-10-06 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 2127 | – | – | 51200 | 2026-10-06 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | – | 1728 | – | – | 51200 | 2026-10-06 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 7050 | – | – | 51200 | 2026-10-06 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | – | 263 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 2111 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | – | 744 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 7403 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (CUDA) | – | 265 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 3090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 2060 | – | – | 256000 | 2026-10-06 | community | – | source |
| 6x RTX 4090 | Qwen3.8-Flash-Next | UD-Q4_K_XL | llama.cpp (multigpu fork) | – | 7241 | – | – | 256000 | 2026-10-06 | community | – | source |
| 8x H20 | Qwen3.8-Flash-Next | FP8 | vLLM | – | 15083 | – | 12.81 | tg8 | 2026-09-28 | community | – | source |
| 8x H20 | Qwen3.8-Flash-Next | FP8 | vLLM | – | 15416 | – | 12.53 | tg8 | 2026-09-28 | community | – | source |
| RTX 5090 | Qwen3.8-Flash-Next 126B | Gyro-S | Strata | – | 4883 | – | – | – | 2026-10-05 | community | – | source |
| M4 Max (128 GB) | Qwen3.8-Flash-Next | 4-bit experts, 8-bit rest | MLX | – | 730 | – | – | – | 2026-10-06 | community | – | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | – | 1044.71 | – | – | 2048 | 2026-10-13 | sourced | – | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | – | 1104.31 | – | – | 2048 | 2026-10-13 | sourced | – | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | – | 1068.7 | – | – | 4096 | 2026-10-13 | sourced | – | source |
| GB10 | Qwen3.8-Flash-Next | UD-IQ4_XS | llama.cpp | – | 1124.01 | – | – | 4096 | 2026-10-13 | sourced | – | source |