Occamy-1.0
114 records across 5 hardware.
| hardware | model | quant | backend | tok/s | pp tok/s | W | ttft s | ctx/tg | date | class | flags | source |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M3 Ultra | Occamy-1.0 | oQ5e | oMLX | 185.9 | 2164.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 171.2 | 3586.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 168.9 | 4427.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 166.5 | 2142.0 | – | – | 16384 | 2026-10-13 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ5e | oMLX | 165.7 | 1772.0 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 162.7 | 4291.0 | – | – | 1024 | 2026-10-15 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 158.8 | 1755.0 | – | – | 32768 | 2026-10-13 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 151.2 | 2015.0 | – | – | 1024 | 2026-10-13 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ5e | oMLX | 150.8 | 2565.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 150.8 | 568.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 150.8 | 568.0 | – | – | 1024 | 2026-10-15 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 150.6 | 6002.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 149.3 | 4083.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 149.3 | 4083.0 | – | – | 32768 | 2026-10-15 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ5e | oMLX | 145.8 | 2028.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ5e | oMLX | 145.5 | 2424.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 132.9 | 4373.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 123.5 | 5795.0 | – | – | 8192 | 2026-10-15 | community | – | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 120.5 | 2221.0 | – | – | 1024 | 2026-10-09 | community | – | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 118.7 | 2743.0 | – | – | 4096 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 117.2 | 4109.0 | – | – | 32768 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 114.6 | 2026.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 113.3 | 2187.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 110.6 | 2595.0 | – | – | 8192 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 106.2 | 5454.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 104.0 | 2326.0 | – | – | 16384 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 103.7 | 3302.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 103.7 | 3302.0 | – | – | 8192 | 2026-10-15 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 94.7 | 1915.0 | – | – | 32768 | 2026-10-09 | community | – | source |
| M5 Max | Occamy-1.0 | oQ8e | oMLX | 94.3 | 4117.0 | – | – | 1024 | 2026-10-07 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 92.9 | 2099.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 92.6 | 2104.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 88.1 | 3802.0 | – | – | 1024 | 2026-10-14 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 85.4 | 1871.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 85.3 | 1875.0 | – | – | 65536 | 2026-10-11 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 84.0 | 2248.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 83.9 | 2249.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ8e | oMLX | 83.5 | 4410.0 | – | – | 32768 | 2026-10-07 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 82.7 | 2082.0 | – | – | 1024 | 2026-10-13 | community | contradiction | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 78.2 | 803.4 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 74.5 | 830.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M3 Ultra | Occamy-1.0 | 4bit | oMLX | 73.6 | 1868.0 | – | – | 65536 | 2026-10-11 | community | contradiction | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 72.7 | 793.2 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 72.1 | 541.7 | – | – | 32768 | 2026-10-16 | community | – | source |
| M1 Max | Occamy-1.0 | oQ4e | oMLX | 72.0 | 846.4 | – | – | 1024 | 2026-10-15 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 71.4 | 548.1 | – | – | 32768 | 2026-10-16 | community | – | source |
| M5 Max | Occamy-1.0 | oQ8e | oMLX | 71.2 | 3207.0 | – | – | 65536 | 2026-10-07 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 70.9 | 543.1 | – | – | 32768 | 2026-10-16 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 70.5 | 781.4 | – | – | 4096 | 2026-10-16 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 69.9 | 815.2 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 69.8 | 1882.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 69.8 | 1882.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 69.6 | 1924.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 68.9 | 1386.0 | – | – | 1024 | 2026-10-11 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 68.7 | 2237.0 | – | – | 16384 | 2026-10-13 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 67.9 | 1918.0 | – | – | 131072 | 2026-10-15 | community | – | source |
| M1 Max | Occamy-1.0 | oQ4e | oMLX | 67.8 | 1146.0 | – | – | 4096 | 2026-10-15 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 63.2 | 779.5 | – | – | 4096 | 2026-10-16 | community | contradiction | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 61.5 | 640.7 | – | – | 1024 | 2026-10-12 | community | – | source |
| M1 Max | Occamy-1.0 | oQ8e | oMLX | 61.5 | 847.5 | – | – | 1024 | 2026-10-15 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 60.9 | 657.1 | – | – | 1024 | 2026-10-12 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 59.3 | 725.3 | – | – | 4096 | 2026-10-12 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 59.0 | 715.4 | – | – | 4096 | 2026-10-12 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 59.0 | 554.4 | – | – | 32768 | 2026-10-16 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 58.8 | 1026.0 | – | – | 8192 | 2026-10-11 | community | – | source |
| M5 Max | Occamy-1.0 | oQ8e | oMLX | 58.2 | 2173.0 | – | – | 131072 | 2026-10-07 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 57.3 | 1296.0 | – | – | 4096 | 2026-10-11 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 57.0 | 677.3 | – | – | 8192 | 2026-10-12 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 56.4 | 600.1 | – | – | 32768 | 2026-10-17 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 53.5 | 583.9 | – | – | 16384 | 2026-10-12 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 52.7 | 565.8 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M5 Max | Occamy-1.0 | oQ4e | oMLX | 52.3 | 2588.0 | – | – | 16384 | 2026-10-14 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 52.2 | 711.9 | – | – | 1024 | 2026-10-16 | community | – | source |
| M1 Max | Occamy-1.0 | oQ8e | oMLX | 52.1 | 771.4 | – | – | 32768 | 2026-10-15 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 50.3 | 960.5 | – | – | 16384 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 49.6 | 792.0 | – | – | 32768 | 2026-10-11 | community | – | source |
| M5 Max | Occamy-1.0 | oQ8e | oMLX | 49.5 | 1593.0 | – | – | 199680 | 2026-10-07 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 48.5 | 456.5 | – | – | 32768 | 2026-10-12 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ5e | oMLX | 48.5 | 553.5 | – | – | 32768 | 2026-10-16 | community | contradiction | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 47.8 | 461.4 | – | – | 32768 | 2026-10-12 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M2 Max | Occamy-1.0 | oQ8e | oMLX | 39.0 | 590.2 | – | – | 65536 | 2026-10-11 | community | – | source |
| M1 Max | Occamy-1.0 | 6bit | oMLX | 38.8 | 319.3 | – | – | 65536 | 2026-10-12 | community | – | source |
| M4 Pro | Occamy-1.0 | oQ4e | oMLX | 31.8 | 290.3 | – | – | 131072 | 2026-10-16 | community | – | source |
| M3 Ultra | Occamy-1.0 | oQ6e | oMLX | 26.5 | 1612.0 | – | – | 32768 | 2026-10-13 | community | contradiction | source |