Qwen3.5-9B

805 records across 35 hardware.

hardware	model	quant	backend	tok/s	pp tok/s	W	ttft s	ctx/tg	date	class	flags	source
H200	Qwen3.5-9B	BF16	vLLM	2069.343	–	–	–	–	2026-10-01	community	–	source
H200	Qwen3.5-9B	BF16	vLLM	1859.655	–	–	–	–	2026-10-01	community	–	source
H200	Qwen3.5-9B	BF16	vLLM	1536.536	–	–	–	–	2026-10-01	community	–	source
H200	Qwen3.5-9B	BF16	vLLM	1426.638	–	–	–	–	2026-10-01	community	–	source
Radeon PRO W7900	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (Vulkan)	218	–	–	–	–	2026-08	community	–	source
5090	Qwen3.5-9B	Q4_K_S MTP	LM Studio	185	–	–	–	–	2026-07-19	community	–	source
RTX 3090	Qwen3.5-9B	IQ1_S	llama.cpp (CUDA)	168.1	–	–	–	16384	2026-10-04	community	–	source
RTX 3090	Qwen3.5-9B	IQ2_XXS	llama.cpp (CUDA)	156.4	–	–	–	16384	2026-10-04	community	–	source
RTX 3090	Qwen3.5-9B	IQ2_M	llama.cpp (CUDA)	145.2	–	–	–	16384	2026-10-04	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	142.5	2766.0	–	–	1024	2026-10-14	community	–	source
RTX 3090	Qwen3.5-9B	IQ3_XXS	llama.cpp (CUDA)	138.7	–	–	–	16384	2026-10-04	community	–	source
5090	Qwen3.5-9B	Q4_K_S	LM Studio	130	–	–	–	–	2026-07-19	community	–	source
RX 7800 XT	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (Vulkan)	124	–	–	–	–	2026-08	community	–	source
RTX 3090	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	112.5	–	–	–	16384	2026-10-04	community	–	source
M3 Ultra	Qwen3.5-9B	4bit	oMLX	112.1	1530.0	–	–	1024	2026-10-10	community	–	source
M3 Ultra	Qwen3.5-9B	4bit	oMLX	111.3	1228.0	–	–	4096	2026-10-07	community	–	source
M3 Ultra	Qwen3.5-9B	4bit	oMLX	109.6	1653.0	–	–	4096	2026-10-10	community	–	source
M3 Ultra (256 GB)	Qwen3.5-9B	4bit	MLX	106	–	–	–	–	–	sourced	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	105.0	3034.0	–	–	1024	2026-10-08	community	contradiction	source
2x EVGA RTX 3080 Ti 12GB	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	104.8	1423	–	–	262144	2026-04-02	community	–	source
2x EVGA RTX 3080 Ti 12GB	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	104.7	2027	–	–	131072	2026-04-02	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	104.5	3146.0	–	–	1024	2026-10-10	community	contradiction	source
2x EVGA RTX 3080 Ti 12GB	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	104.4	1827	–	–	163840	2026-04-02	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	104.2	3129.0	–	–	1024	2026-10-10	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	103.5	2905.0	–	–	1024	2026-10-15	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	103.2	3567.0	–	–	4096	2026-10-08	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	102.6	3907.0	–	–	4096	2026-10-10	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	101.2	2896.0	–	–	4096	2026-10-15	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	101.0	3472.0	–	–	8192	2026-10-10	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	100.9	3553.0	–	–	8192	2026-10-08	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	100.8	3037.0	–	–	1024	2026-10-08	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	99.1	3500.0	–	–	4096	2026-10-10	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	99.1	766.3	–	–	1024	2026-10-16	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	98.9	4545.0	–	–	8192	2026-10-10	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	98.9	771.2	–	–	1024	2026-10-16	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	97.0	722.9	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	97.0	722.9	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.7	727.6	–	–	1024	2026-03-09	community	–	source
Radeon PRO W7900	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (Vulkan)	96	–	–	–	–	2026-08	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	96.0	723.5	–	–	4096	2026-10-16	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	95.7	3433.0	–	–	16384	2026-10-08	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	95.7	4563.0	–	–	16384	2026-10-10	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	95.7	3314.0	–	–	16384	2026-10-10	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	95.5	725.2	–	–	4096	2026-10-16	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.7	786.3	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.7	786.3	–	–	4096	2026-03-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	93.7	3401.0	–	–	16384	2026-10-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	789.6	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	93.2	713.2	–	–	8192	2026-10-16	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	92.9	712.4	–	–	8192	2026-10-16	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	91.9	361.1	–	–	32768	2026-10-13	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	90.7	889.7	–	–	1024	2026-10-09	community	–	source
RTX PRO 4000 Blackwell	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (CUDA)	90	–	–	–	–	2026-08	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	88.8	982.0	–	–	4096	2026-10-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	88.0	3189.0	–	–	32768	2026-10-08	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.6	792.6	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	87.4	758.3	–	–	4096	2026-10-14	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	86.9	3167.0	–	–	32768	2026-10-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	86.9	2951.0	–	–	32768	2026-10-10	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	86.8	861.6	–	–	1024	2026-10-14	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	86.7	4193.0	–	–	32768	2026-10-10	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	86.6	962.7	–	–	8192	2026-10-09	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	84.2	950.7	–	–	8192	2026-10-09	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	82.1	890.7	–	–	4096	2026-10-10	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	81.5	923.7	–	–	16384	2026-10-09	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	79.0	253.9	–	–	32768	2026-10-13	community	contradiction	source
RTX 3090	Qwen3.5-9B	unspecified	llama.cpp (CUDA)	78.2	–	–	–	16384	2026-10-04	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	76.6	774.4	–	–	16384	2026-03-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	74.5	2807.0	–	–	65536	2026-10-06	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	74.5	2778.0	–	–	65536	2026-10-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	74.3	775.8	–	–	1024	2026-03-08	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	73.7	2760.0	–	–	65536	2026-10-09	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	73.6	851.8	–	–	32768	2026-10-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	73.4	3369.0	–	–	65536	2026-10-10	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	72.3	869.5	–	–	16384	2026-10-10	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	72.3	2399.0	–	–	65536	2026-10-10	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	72.1	783.9	–	–	4096	2026-03-08	community	–	source
M3 Max	Qwen3.5-9B	4bit	oMLX	72.1	794.8	–	–	1024	2026-10-08	community	–	source
RX 7800 XT	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (Vulkan)	70	–	–	–	–	2026-08	community	–	source
M3 Max	Qwen3.5-9B	4bit	oMLX	70.0	849.5	–	–	4096	2026-10-08	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	69.8	742.9	–	–	1024	2026-10-12	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	68.7	776.7	–	–	8192	2026-03-08	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	67.9	751.4	–	–	4096	2026-10-12	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	66.7	4400.0	–	–	4096	2026-10-08	community	contradiction	source
M4 Max	Qwen3.5-9B	4bit	oMLX	66.0	627.9	–	–	8192	2026-10-12	community	–	source
M5 Max	Qwen3.5-9B	6bit	oMLX	64.4	2872.0	–	–	4096	2026-10-12	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	64.3	794.0	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	63.1	441.2	–	–	16384	2026-10-13	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	62.8	758.8	–	–	16384	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	62.6	804.0	–	–	4096	2026-03-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	62.3	404.6	–	–	1024	2026-10-09	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	62.1	735.7	–	–	65536	2026-10-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	61.9	738.1	–	–	32768	2026-03-09	community	–	source
RTX PRO 4000 Blackwell	Qwen3.5-9B 9B	Q4_K_M	llama.cpp (CUDA)	61	–	–	–	–	2026-08	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.9	392.7	–	–	1024	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.9	392.7	–	–	1024	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.9	392.7	–	–	1024	2026-10-11	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	59.7	797.4	–	–	8192	2026-03-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.7	398.0	–	–	1024	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.7	398.0	–	–	1024	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	59.7	398.0	–	–	1024	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	58.7	388.2	–	–	4096	2026-10-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	58.6	392.3	–	–	1024	2026-10-07	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	58.5	386.1	–	–	1024	2026-10-12	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	58.2	401.8	–	–	1024	2026-03-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	58.2	401.8	–	–	1024	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	57.7	1758.0	–	–	1024	2026-10-07	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	57.0	2186.0	–	–	131072	2026-10-08	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	57.0	1409.0	–	–	1024	2026-10-15	community	–	source
M1 Max	Qwen3.5-9B	oQ4e	oMLX	56.7	382.2	–	–	1024	2026-10-08	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	56.7	2516.0	–	–	131072	2026-10-10	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	56.6	312.5	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	56.6	312.5	–	–	1024	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	56.5	1788.0	–	–	4096	2026-10-07	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	56.5	380.4	–	–	4096	2026-10-12	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	56.2	1523.0	–	–	1024	2026-10-16	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	55.9	1485.0	–	–	4096	2026-10-17	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	55.4	1491.0	–	–	4096	2026-10-15	community	–	source
M1 Max	Qwen3.5-9B	oQ4e	oMLX	55.2	397.3	–	–	4096	2026-10-08	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	55.2	281.4	–	–	16384	2026-10-13	community	contradiction	source
M1 Max	Qwen3.5-9B	4bit	oMLX	55.1	308.2	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	55.1	308.2	–	–	1024	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	55.0	1822.0	–	–	8192	2026-10-07	community	–	source
M5 Max	Qwen3.5-9B	6bit	oMLX	54.7	1843.0	–	–	16384	2026-10-12	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	54.7	1740.0	–	–	4096	2026-10-16	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	54.3	1475.0	–	–	8192	2026-10-17	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	54.0	778.7	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	53.8	317.4	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	53.8	317.4	–	–	4096	2026-03-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	53.6	408.3	–	–	4096	2026-03-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	53.6	408.3	–	–	4096	2026-03-09	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	53.5	1954.0	–	–	131072	2026-10-10	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	53.2	311.9	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	53.2	311.9	–	–	4096	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	52.6	724.1	–	–	32768	2026-03-08	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	52.4	903.6	–	–	1024	2026-10-15	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	52.1	878.9	–	–	1024	2026-03-09	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	52.1	878.9	–	–	1024	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	51.6	1759.0	–	–	16384	2026-10-07	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	51.4	936.1	–	–	4096	2026-10-15	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	51.1	365.6	–	–	4096	2026-10-07	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	50.9	890.4	–	–	4096	2026-03-09	community	–	source
M4 Max	Qwen3.5-9B	8bit	oMLX	50.9	890.4	–	–	4096	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	50.9	379.9	–	–	1024	2026-10-12	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	50.7	331.0	–	–	16384	2026-10-10	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	50.6	466.5	–	–	1024	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	50.5	373.5	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	50.5	380.2	–	–	1024	2026-10-15	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	50.2	462.2	–	–	1024	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	mxfp4	oMLX	50.1	374.8	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.8	379.1	–	–	4096	2026-10-12	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.5	478.3	–	–	4096	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.4	372.0	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.2	390.1	–	–	4096	2026-10-15	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.1	385.7	–	–	4096	2026-10-11	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.0	481.5	–	–	4096	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	49.0	383.0	–	–	4096	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	48.9	445.0	–	–	1024	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	48.9	445.0	–	–	1024	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	48.9	362.2	–	–	4096	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	48.8	378.7	–	–	1024	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	48.1	373.9	–	–	8192	2026-10-12	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	48.0	353.1	–	–	8192	2026-10-07	community	–	source
M5 Max	Qwen3.5-9B	8bit	oMLX	47.8	2371.0	–	–	1024	2026-10-08	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.7	532.1	–	–	4096	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.7	367.9	–	–	1024	2026-10-16	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.6	447.3	–	–	4096	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.6	447.3	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	47.6	280.7	–	–	1024	2026-10-15	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	47.3	284.7	–	–	1024	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	47.3	284.7	–	–	1024	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	47.3	284.7	–	–	1024	2026-10-06	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.3	379.9	–	–	4096	2026-10-16	community	–	source
M4 Max	Qwen3.5-9B	4bit	oMLX	47.1	577.9	–	–	131072	2026-10-09	community	–	source
M5 Max	Qwen3.5-9B	8bit	oMLX	47.0	2672.0	–	–	4096	2026-10-08	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	47.0	363.9	–	–	1024	2026-10-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	46.8	375.9	–	–	4096	2026-10-16	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	46.4	742.0	–	–	32768	2026-03-09	community	–	source
M3 Pro	Qwen3.5-9B	oQ4e	oMLX	46.2	339.1	–	–	16384	2026-10-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	46.2	361.4	–	–	4096	2026-10-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	46.2	375.9	–	–	4096	2026-10-16	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	46.0	375.4	–	–	4096	2026-10-08	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	45.9	276.2	–	–	4096	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	45.9	276.2	–	–	4096	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	45.9	276.2	–	–	4096	2026-10-06	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	45.8	1776.0	–	–	199680	2026-10-08	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	45.7	376.1	–	–	4096	2026-10-16	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	45.6	366.9	–	–	4096	2026-10-11	community	contradiction	source
M2 Max	Qwen3.5-9B	4bit	oMLX	45.6	366.9	–	–	4096	2026-10-11	community	contradiction	source
M2 Max	Qwen3.5-9B	4bit	oMLX	45.6	366.9	–	–	4096	2026-10-11	community	contradiction	source
M5 Max	Qwen3.5-9B	4bit	oMLX	45.5	1545.0	–	–	199680	2026-10-10	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	45.3	331.7	–	–	16384	2026-10-07	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	45.1	355.8	–	–	16384	2026-10-12	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	45.0	373.0	–	–	8192	2026-10-16	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	44.9	1930.0	–	–	199680	2026-10-10	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	44.9	476.9	–	–	8192	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	44.8	344.4	–	–	16384	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	44.8	371.7	–	–	4096	2026-10-16	community	contradiction	source
M1 Max	Qwen3.5-9B	4bit	oMLX	44.6	364.6	–	–	4096	2026-10-09	community	–	source
AMD RX 5700 XT 8GB (gfx1010, RDNA1)	Qwen3.5-9B	Q4_K_M	llama.cpp (Vulkan)	44.5	269.7	–	–	10890	2026-10	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	44.5	414.7	–	–	1024	2026-03-09	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	44.5	414.7	–	–	1024	2026-03-09	community	contradiction	source
AMD RX 5700 XT 8GB (gfx1010, RDNA1)	Qwen3.5-9B	Q4_K_M	llama.cpp (Vulkan)	44.3	151.6	–	–	10890	2026-10	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	44.3	665.7	–	–	65536	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	44.3	367.8	–	–	16384	2026-10-11	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	44.2	363.8	–	–	4096	2026-10-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	44.2	361.3	–	–	4096	2026-10-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	43.6	358.2	–	–	16384	2026-10-13	community	–	source
M5 Max	Qwen3.5-9B	4bit	oMLX	43.4	2299.0	–	–	1024	2026-10-08	community	contradiction	source
M3 Pro	Qwen3.5-9B	oQ4e	oMLX	43.3	351.9	–	–	4096	2026-10-09	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	43.2	411.9	–	–	4096	2026-03-09	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	43.2	411.9	–	–	4096	2026-03-09	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	43.2	368.7	–	–	8192	2026-10-16	community	contradiction	source
M1 Max	Qwen3.5-9B	4bit	oMLX	42.1	295.0	–	–	32768	2026-10-07	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	42.1	438.8	–	–	16384	2026-10-16	community	–	source
M1 Max	Qwen3.5-9B	OptiQ-4bit	oMLX	41.7	289.3	–	–	4096	2026-10-09	community	–	source
M1 Max	Qwen3.5-9B	OptiQ-4bit	oMLX	41.6	287.7	–	–	4096	2026-10-09	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	41.6	346.0	–	–	8192	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	41.6	346.0	–	–	8192	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	41.6	346.0	–	–	8192	2026-10-11	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	41.5	343.0	–	–	16384	2026-10-09	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	41.1	589.4	–	–	1024	2026-10-14	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	40.4	359.8	–	–	16384	2026-10-08	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	40.4	1485.0	–	–	4096	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	40.4	495.4	–	–	4096	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	39.9	326.1	–	–	32768	2026-10-12	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	6bit	oMLX	39.8	653.8	–	–	65536	2026-03-08	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.6	341.0	–	–	4096	2026-10-11	community	contradiction	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.6	341.0	–	–	4096	2026-10-11	community	contradiction	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.6	341.0	–	–	4096	2026-10-11	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	39.5	1430.0	–	–	1024	2026-10-13	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.1	328.0	–	–	8192	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.1	328.0	–	–	8192	2026-10-11	community	–	source
M2 Max	Qwen3.5-9B	4bit	oMLX	39.1	328.0	–	–	8192	2026-10-11	community	–	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	38.7	329.5	–	–	32768	2026-10-13	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	38.3	1465.0	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	38.3	376.4	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	38.2	372.6	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	37.8	374.8	–	–	1024	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	37.7	250.2	–	–	32768	2026-10-13	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	37.7	227.2	–	–	8192	2026-10-18	community	–	source
RTX 4060 Ti	Qwen3.5-9B	Q6_K	Vulkan	37.64	2430.82	–	–	512	2026-10-02	community	–	source
RTX 4060 Ti	Qwen3.5-9B	Q6_K	Vulkan	37.55	2407.05	–	–	512	2026-10-02	community	–	source
RTX 4060 Ti	Qwen3.5-9B	Q6_K	Vulkan	37.54	2314.17	–	–	512	2026-10-02	community	–	source
RTX 4060 Ti	Qwen3.5-9B	Q6_K	Vulkan	37.46	2320.02	–	–	512	2026-10-02	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	37.3	719.3	–	–	1024	2026-10-10	community	contradiction	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	37.2	322.6	–	–	32768	2026-10-09	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	37.2	1407.0	–	–	1024	2026-10-13	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	37.2	332.8	–	–	32768	2026-10-16	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	36.9	363.0	–	–	1024	2026-10-16	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	36.6	216.2	–	–	1024	2026-10-06	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	36.4	223.4	–	–	1024	2026-10-08	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	36.3	830.3	–	–	4096	2026-10-10	community	contradiction	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	36.2	295.2	–	–	8192	2026-10-13	community	contradiction	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.9	316.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.9	316.3	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	35.8	276.7	–	–	1024	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	oQ4e	oMLX	35.7	298.2	–	–	4096	2026-10-13	community	contradiction	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.6	304.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.6	304.3	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	35.4	249.3	–	–	1024	2026-10-18	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	35.4	249.3	–	–	1024	2026-10-18	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.3	239.0	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.3	239.0	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	35.3	208.4	–	–	4096	2026-10-06	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	35.3	1542.0	–	–	4096	2026-10-13	community	contradiction	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	35.1	239.3	–	–	1024	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	35.1	858.6	–	–	8192	2026-10-10	community	contradiction	source
M4	Qwen3.5-9B	oQ4e	oMLX	35.0	223.0	–	–	1024	2026-10-18	community	–	source
M3 Ultra	Qwen3.5-9B	unknown	oMLX	34.9	928.9	–	–	65536	2026-10-08	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	34.7	319.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	34.7	321.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	34.7	319.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	34.7	321.1	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	34.7	230.6	–	–	4096	2026-10-08	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	34.6	1545.0	–	–	4096	2026-10-13	community	contradiction	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	34.5	189.4	–	–	1024	2026-10-15	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	34.3	240.5	–	–	4096	2026-10-07	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	34.1	253.1	–	–	4096	2026-10-18	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	34.1	253.1	–	–	4096	2026-10-18	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	34.0	194.1	–	–	1024	2026-10-16	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M2 Ultra	Qwen3.5-9B	8bit	oMLX	33.9	668.6	–	–	65536	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	33.9	188.0	–	–	4096	2026-10-15	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	33.5	193.0	–	–	1024	2026-10-06	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	33.5	193.0	–	–	1024	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.4	241.2	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.4	241.2	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	33.4	230.8	–	–	4096	2026-10-08	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	33.3	242.1	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	33.3	200.4	–	–	32768	2026-10-18	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	33.2	816.1	–	–	16384	2026-10-10	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	33.1	223.6	–	–	1024	2026-10-08	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	33	–	–	–	tg32	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	33	–	–	–	tg32	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	33	–	–	–	tg32	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	33	–	–	–	tg32	2026-10	community	–	source
M5 Pro	Qwen3.5-9B	8bit	oMLX	32.6	1218.0	–	–	1024	2026-10-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	32.5	188.7	–	–	4096	2026-10-06	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	32.5	188.7	–	–	4096	2026-10-06	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	32.3	158.6	–	–	1024	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	32.3	158.6	–	–	1024	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	32.3	188.5	–	–	4096	2026-10-16	community	–	source
M5 Pro	Qwen3.5-9B	8bit	oMLX	32.2	1384.0	–	–	4096	2026-10-09	community	–	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	32.2	417.3	–	–	16384	2026-10-13	community	–	source
M4	Qwen3.5-9B	oQ4	oMLX	32.0	221.1	–	–	4096	2026-10-08	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	31.9	280.1	–	–	65536	2026-10-12	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	31.7	180.0	–	–	8192	2026-10-16	community	–	source
M5 Pro	Qwen3.5-9B	8bit	oMLX	31.7	1320.0	–	–	4096	2026-10-17	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	31.7	1129.0	–	–	4096	2026-10-18	community	contradiction	source
M5 Pro	Qwen3.5-9B	8bit	oMLX	31.6	1412.0	–	–	8192	2026-10-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	31.5	159.3	–	–	4096	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	31.5	159.3	–	–	4096	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	OptiQ-4bit	oMLX	31.1	1446.0	–	–	4096	2026-10-16	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	30.8	974.6	–	–	1024	2026-10-14	community	contradiction	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	30.7	276.1	–	–	16384	2026-10-13	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	30.7	193.9	–	–	1024	2026-10-15	community	contradiction	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	30.7	491.8	–	–	4096	2026-10-16	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	30.6	1117.0	–	–	4096	2026-10-11	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	30.6	1117.0	–	–	4096	2026-10-11	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	30.4	990.5	–	–	1024	2026-10-18	community	contradiction	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	30.3	236.2	–	–	8192	2026-03-09	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	30.3	493.4	–	–	4096	2026-10-16	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	30.1	217.6	–	–	16384	2026-10-07	community	–	source
M5 Pro	Qwen3.5-9B	OptiQ-4bit	oMLX	30.1	702.8	–	–	1024	2026-10-17	community	–	source
M5 Pro	Qwen3.5-9B	8bit	oMLX	30.1	1251.0	–	–	16384	2026-10-17	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	30.0	138.0	–	–	1024	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	30.0	138.0	–	–	1024	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	30.0	138.1	–	–	1024	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	30.0	138.1	–	–	1024	2026-03-09	community	–	source
M1 Pro (16 GB)	Qwen3.5-9B	4bit	MLX	30	–	–	–	–	–	sourced	–	source
M6	Qwen3.5-9B	4bit	oMLX	29.9	1059.0	–	–	1024	2026-10-10	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.9	1104.0	–	–	4096	2026-10-18	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.7	1022.0	–	–	1024	2026-10-07	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.7	1054.0	–	–	1024	2026-10-10	community	contradiction	source
M4	Qwen3.5-9B	oQ4	oMLX	29.6	224.0	–	–	1024	2026-10-08	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	29.5	167.4	–	–	16384	2026-10-16	community	–	source
M5 Pro	Qwen3.5-9B	OptiQ-4bit	oMLX	29.5	832.5	–	–	4096	2026-10-17	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	29.3	1119.0	–	–	4096	2026-10-10	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.2	1117.0	–	–	4096	2026-10-10	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.2	1095.0	–	–	16384	2026-10-18	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	29.1	1095.0	–	–	4096	2026-10-06	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	29.1	1121.0	–	–	4096	2026-10-07	community	contradiction	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	28.9	285.5	–	–	4096	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	28.9	475.4	–	–	4096	2026-10-13	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.8	1066.0	–	–	1024	2026-10-09	community	contradiction	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	28.7	138.6	–	–	4096	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	28.7	138.6	–	–	4096	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	28.6	138.6	–	–	4096	2026-03-09	community	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	28.6	138.6	–	–	4096	2026-03-09	community	–	source
M5 Pro	Qwen3.5-9B	4bit	oMLX	28.6	774.2	–	–	32768	2026-10-10	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.5	1083.0	–	–	16384	2026-10-11	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.5	1083.0	–	–	16384	2026-10-11	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.5	1101.0	–	–	4096	2026-10-17	community	contradiction	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	28.4	273.3	–	–	1024	2026-10-13	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	28.3	363.0	–	–	1024	2026-10-14	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.3	1046.0	–	–	1024	2026-10-17	community	contradiction	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	28.2	363.3	–	–	1024	2026-10-14	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	28.0	1113.0	–	–	4096	2026-10-09	community	contradiction	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	28.0	459.7	–	–	8192	2026-10-13	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	27.9	351.7	–	–	1024	2026-10-14	community	–	source
M2 Pro	Qwen3.5-9B	oQ6e	oMLX	27.8	288.0	–	–	8192	2026-10-13	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	27.2	231.9	–	–	1024	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	27.2	231.9	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	27.2	213.1	–	–	16384	2026-10-08	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	27.0	293.2	–	–	4096	2026-10-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	27.0	685.5	–	–	1024	2026-10-15	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.8	833.7	–	–	1024	2026-10-17	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.7	829.4	–	–	4096	2026-10-15	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	26.6	1087.0	–	–	16384	2026-10-06	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	26.6	373.2	–	–	8192	2026-10-14	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.5	798.6	–	–	1024	2026-10-07	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.4	837.7	–	–	1024	2026-10-06	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.4	837.7	–	–	1024	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	26.2	234.4	–	–	16384	2026-03-09	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	26.1	215.4	–	–	1024	2026-03-08	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	26.1	215.4	–	–	1024	2026-03-08	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	26.1	875.5	–	–	4096	2026-10-17	community	–	source
Arc A770	Qwen3.5-9B	UD-Q4_K_XL	llama.cpp (Vulkan)	26	–	–	–	131072	2026-09-27	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.9	235.2	–	–	4096	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.9	235.2	–	–	4096	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.9	708.1	–	–	1024	2026-10-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.9	836.6	–	–	1024	2026-10-13	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.8	763.7	–	–	4096	2026-10-08	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.8	838.4	–	–	4096	2026-10-13	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.7	862.3	–	–	4096	2026-10-08	community	–	source
M5 Pro	Qwen3.5-9B	oQ4e	oMLX	25.7	1029.0	–	–	1024	2026-10-15	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.6	916.5	–	–	4096	2026-10-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.5	885.3	–	–	4096	2026-10-06	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.5	885.3	–	–	4096	2026-10-06	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	25.3	214.5	–	–	4096	2026-03-08	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	25.3	214.5	–	–	4096	2026-03-08	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.3	231.9	–	–	1024	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.3	231.9	–	–	1024	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.1	825.4	–	–	16384	2026-10-17	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.0	232.5	–	–	4096	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	25.0	232.5	–	–	4096	2026-03-09	community	–	source
M5 Pro (64 GB)	Qwen3.5-9B	Q4_K - Medium	llama.cpp	25	–	–	0.765	–	–	sourced	–	source
M5	Qwen3.5-9B	4bit	oMLX	24.6	872.4	–	–	4096	2026-10-07	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	24.6	873.9	–	–	8192	2026-10-17	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	24.5	180.4	–	–	1024	2026-10-12	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	24.5	956.3	–	–	32768	2026-10-14	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	24.5	506.7	–	–	1024	2026-10-14	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	24.1	278.2	–	–	16384	2026-10-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	24.0	738.7	–	–	16384	2026-10-08	community	–	source
M4 Pro	Qwen3.5-9B	8bit	oMLX	23.8	364.2	–	–	1024	2026-10-16	community	contradiction	source
M5 Pro	Qwen3.5-9B	OptiQ-4bit	oMLX	23.6	1346.0	–	–	1024	2026-10-16	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	23.6	750.3	–	–	32768	2026-10-17	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	23.4	843.1	–	–	16384	2026-10-08	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	23.3	560.4	–	–	4096	2026-10-14	community	contradiction	source
M1 Max	Qwen3.5-9B	4bit	oMLX	23.2	200.8	–	–	4096	2026-10-12	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	22.9	859.4	–	–	4096	2026-10-06	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	22.8	838.6	–	–	16384	2026-10-06	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	22.2	217.5	–	–	131072	2026-10-12	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	22.2	596.7	–	–	199680	2026-10-13	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	22.1	176.4	–	–	1024	2026-10-12	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	22.0	235.4	–	–	1024	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.9	235.0	–	–	1024	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.8	234.8	–	–	1024	2026-10-14	community	–	source
M4	Qwen3.5-9B	MXFP4	oMLX	21.7	169.7	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.7	225.0	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	MXFP4	oMLX	21.7	169.7	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.7	225.0	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.6	234.3	–	–	1024	2026-10-14	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.6	242.1	–	–	4096	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.5	242.3	–	–	4096	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.5	234.4	–	–	1024	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.4	235.4	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.3	241.2	–	–	4096	2026-10-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.3	241.9	–	–	4096	2026-10-14	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.3	233.5	–	–	1024	2026-10-15	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.2	240.8	–	–	4096	2026-10-14	community	–	source
Arc A770	Qwen3.5-9B	UD-Q4_K_XL	llama.cpp (SYCL)	21.19	–	–	–	131072	2026-09-27	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.1	240.2	–	–	8192	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.1	233.5	–	–	1024	2026-10-16	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	21.1	664.1	–	–	65536	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	225.4	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	225.4	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	222.5	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	222.5	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	203.7	–	–	1024	2026-10-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	203.7	–	–	1024	2026-10-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	21.0	180.9	–	–	4096	2026-10-12	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	21.0	232.7	–	–	1024	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	196.5	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	196.5	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	241.2	–	–	4096	2026-10-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	241.3	–	–	4096	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	242.0	–	–	4096	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	235.4	–	–	4096	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.9	241.5	–	–	4096	2026-10-16	community	–	source
M4	Qwen3.5-9B	oQ4	oMLX	20.8	234.2	–	–	1024	2026-10-08	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	20.8	232.2	–	–	1024	2026-10-17	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	20.8	849.3	–	–	65536	2026-10-18	community	–	source
M4	Qwen3.5-9B	MXFP4	oMLX	20.7	169.0	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	224.8	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	MXFP4	oMLX	20.7	169.0	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	224.8	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	222.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	222.2	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	222.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	229.9	–	–	1024	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	237.3	–	–	4096	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	229.9	–	–	1024	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	237.3	–	–	4096	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	274.6	–	–	4096	2026-10-15	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.7	227.0	–	–	1024	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.6	222.0	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.5	241.9	–	–	4096	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	226.4	–	–	1024	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	234.6	–	–	8192	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	225.6	–	–	1024	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	241.3	–	–	4096	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	199.6	–	–	1024	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	240.1	–	–	4096	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.4	241.1	–	–	4096	2026-10-17	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.3	196.4	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.3	196.4	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	20.3	224.8	–	–	32768	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.3	234.9	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.3	234.9	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.3	239.5	–	–	8192	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.2	224.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.2	224.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	oQ4	oMLX	20.2	234.3	–	–	4096	2026-10-08	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	20.2	235.8	–	–	4096	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	223.2	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	222.7	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	223.2	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	222.7	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	215.2	–	–	4096	2026-10-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	215.2	–	–	4096	2026-10-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	237.5	–	–	4096	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	237.5	–	–	4096	2026-10-11	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	20.1	795.3	–	–	65536	2026-10-14	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	204.5	–	–	4096	2026-10-16	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.1	240.0	–	–	8192	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	20.0	234.6	–	–	4096	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.9	219.1	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.9	219.1	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.8	218.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.8	218.1	–	–	1024	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.8	224.2	–	–	4096	2026-03-09	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.8	224.2	–	–	4096	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	19.7	191.4	–	–	4096	2026-10-12	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.6	223.7	–	–	1024	2026-03-08	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.6	223.7	–	–	1024	2026-03-08	community	contradiction	source
M1 Pro	Qwen3.5-9B	8bit	oMLX	19.5	194.9	–	–	1024	2026-10-07	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	19.5	233.0	–	–	1024	2026-10-15	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.4	239.4	–	–	4096	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.4	239.4	–	–	4096	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.4	234.5	–	–	4096	2026-10-13	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.2	165.4	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.2	165.4	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.2	230.1	–	–	16384	2026-10-17	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	19.1	147.0	–	–	1024	2026-10-12	community	contradiction	source
M3	Qwen3.5-9B	4bit	oMLX	19.1	194.0	–	–	1024	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	19.0	225.0	–	–	1024	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.0	225.0	–	–	1024	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.0	155.3	–	–	1024	2026-03-09	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.0	155.3	–	–	1024	2026-03-09	community	contradiction	source
M3	Qwen3.5-9B	4bit	oMLX	19.0	196.0	–	–	1024	2026-10-08	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	19.0	239.6	–	–	4096	2026-10-15	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	19.0	230.4	–	–	16384	2026-10-16	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	18.9	195.7	–	–	1024	2026-10-14	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.8	110.4	–	–	1024	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.8	110.4	–	–	1024	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.8	110.4	–	–	1024	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	18.8	231.0	–	–	16384	2026-10-17	community	–	source
M1 Pro	Qwen3.5-9B	8bit	oMLX	18.7	199.9	–	–	4096	2026-10-07	community	–	source
M5	Qwen3.5-9B	OptiQ-4bit	oMLX	18.7	749.0	–	–	4096	2026-10-08	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	18.7	202.3	–	–	4096	2026-10-14	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	18.6	228.2	–	–	16384	2026-10-08	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.6	105.8	–	–	4096	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.6	105.8	–	–	4096	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.6	105.8	–	–	4096	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	18.5	231.2	–	–	16384	2026-10-08	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.5	86.4	–	–	4096	2026-10-12	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	18.5	193.7	–	–	4096	2026-10-13	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	18.5	232.9	–	–	1024	2026-10-14	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	18.5	239.4	–	–	4096	2026-10-14	community	contradiction	source
M3	Qwen3.5-9B	4bit	oMLX	18.5	201.8	–	–	4096	2026-10-17	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	18.5	109.9	–	–	1024	2026-10-17	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	18.3	226.9	–	–	16384	2026-10-11	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	18.3	233.2	–	–	4096	2026-10-15	community	contradiction	source
M2	Qwen3.5-9B	4bit	oMLX	18.3	105.5	–	–	4096	2026-10-17	community	–	source
M1 Pro	Qwen3.5-9B	8bit	oMLX	18.2	185.1	–	–	1024	2026-10-14	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	17.8	155.6	–	–	4096	2026-03-09	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	17.8	155.6	–	–	4096	2026-03-09	community	contradiction	source
M2	Qwen3.5-9B	4bit	oMLX	17.8	101.5	–	–	8192	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	17.8	101.5	–	–	8192	2026-10-11	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	17.8	101.5	–	–	8192	2026-10-11	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	17.7	174.7	–	–	1024	2026-03-09	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	17.7	174.7	–	–	1024	2026-03-09	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	17.6	157.4	–	–	4096	2026-03-09	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	17.6	157.4	–	–	4096	2026-03-09	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	17.6	104.7	–	–	4096	2026-10-14	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	17.6	540.3	–	–	131072	2026-10-17	community	–	source
M5	Qwen3.5-9B	OptiQ-4bit	oMLX	17.5	734.2	–	–	16384	2026-10-08	community	–	source
M1 Pro	Qwen3.5-9B	8bit	oMLX	17.5	247.9	–	–	4096	2026-10-14	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	17.4	85.4	–	–	8192	2026-10-12	community	–	source
M6	Qwen3.5-9B	8bit	oMLX	17.4	892.6	–	–	1024	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	17.3	131.1	–	–	1024	2026-03-09	community	contradiction	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	17.3	131.1	–	–	1024	2026-03-09	community	contradiction	source
M3	Qwen3.5-9B	4bit	oMLX	17.3	199.6	–	–	8192	2026-10-17	community	–	source
M3 Pro	Qwen3.5-9B	4bit	oMLX	17.2	235.9	–	–	1024	2026-10-10	community	contradiction	source
M6	Qwen3.5-9B	8bit	oMLX	17.1	973.6	–	–	4096	2026-10-13	community	–	source
M3	Qwen3.5-9B	4bit	oMLX	17.0	195.7	–	–	4096	2026-10-08	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	17.0	228.7	–	–	16384	2026-10-08	community	contradiction	source
M4	Qwen3.5-9B	5bit	oMLX	17.0	160.1	–	–	1024	2026-10-15	community	–	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	16.9	130.7	–	–	4096	2026-03-09	community	contradiction	source
M2 Pro	Qwen3.5-9B	4bit	oMLX	16.9	130.7	–	–	4096	2026-03-09	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	16.9	606.3	–	–	8192	2026-10-12	community	contradiction	source
M4	Qwen3.5-9B	5bit	oMLX	16.9	242.0	–	–	4096	2026-10-15	community	–	source
M4	Qwen3.5-9B	oQ4e	oMLX	16.8	212.2	–	–	16384	2026-10-15	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	16.7	167.8	–	–	4096	2026-10-11	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	16.7	167.8	–	–	4096	2026-10-11	community	–	source
M4 Pro	Qwen3.5-9B	4bit	oMLX	16.7	176.2	–	–	199680	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	16.2	208.3	–	–	4096	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	16.2	208.3	–	–	4096	2026-10-06	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	16.0	588.3	–	–	16384	2026-10-12	community	contradiction	source
M4	Qwen3.5-9B	OptiQ-4bit	oMLX	15.9	152.2	–	–	1024	2026-10-15	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.8	217.2	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.7	218.0	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.7	216.9	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.7	218.0	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.7	217.2	–	–	1024	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.7	217.6	–	–	1024	2026-03-08	community	–	source
M2 Ultra	Qwen3.5-9B	4bit	oMLX	15.7	533.3	–	–	4096	2026-10-14	community	contradiction outlier	source
M4	Qwen3.5-9B	OptiQ-4bit	oMLX	15.6	198.1	–	–	4096	2026-10-15	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.3	218.9	–	–	4096	2026-03-08	community	–	source
M4	Qwen3.5-9B	6bit	oMLX	15.3	218.9	–	–	4096	2026-03-08	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	15.3	478.1	–	–	4096	2026-10-12	community	contradiction	source
M5	Qwen3.5-9B	4bit	oMLX	15.0	447.6	–	–	199680	2026-10-17	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	14.8	340.3	–	–	4096	2026-10-07	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	14.8	643.6	–	–	131072	2026-10-18	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	14.6	43.8	–	–	16384	2026-10-12	community	–	source
M4	Qwen3.5-9B	4bit	oMLX	14.3	201.7	–	–	16384	2026-10-06	community	contradiction	source
M4	Qwen3.5-9B	4bit	oMLX	14.3	201.7	–	–	16384	2026-10-06	community	contradiction	source
M5	Qwen3.5-9B	8bit	oMLX	14.3	708.5	–	–	4096	2026-10-13	community	–	source
M4	Qwen3.5-9B	OptiQ	oMLX	14.2	224.2	–	–	1024	2026-10-13	community	–	source
M5	Qwen3.5-9B	8bit	oMLX	14.1	707.6	–	–	8192	2026-10-13	community	–	source
M6	Qwen3.5-9B	4bit	oMLX	14.0	590.9	–	–	131072	2026-10-14	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M1 Max	Qwen3.5-9B	8bit	oMLX	13.9	205.0	–	–	65536	2026-03-09	community	–	source
M5	Qwen3.5-9B	8bit	oMLX	13.9	695.7	–	–	4096	2026-10-11	community	–	source
M5	Qwen3.5-9B	8bit	oMLX	13.9	695.7	–	–	4096	2026-10-11	community	–	source
M5	Qwen3.5-9B	MXFP4	oMLX	13.7	327.8	–	–	16384	2026-10-07	community	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.6	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.6	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.6	–	–	–	128	2026-10-13	sourced	–	source
M5	Qwen3.5-9B	8bit	oMLX	13.6	664.1	–	–	16384	2026-10-13	community	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.5	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.3	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.2	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.2	–	–	–	128	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.2	–	–	–	8192	2026-10-13	sourced	–	source
M5	Qwen3.5-9B	8bit	oMLX	13.2	690.9	–	–	16384	2026-10-11	community	–	source
M5	Qwen3.5-9B	8bit	oMLX	13.2	690.9	–	–	16384	2026-10-11	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	13.2	462.2	–	–	16384	2026-10-12	community	contradiction	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.1	–	–	–	8192	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.0	–	–	–	8192	2026-10-13	sourced	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	13.0	–	–	–	8192	2026-10-13	sourced	–	source
M1	Qwen3.5-9B	4bit	oMLX	12.6	77.8	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-9B	4bit	oMLX	12.6	77.8	–	–	1024	2026-03-09	community	–	source
M5	Qwen3.5-9B	4bit	oMLX	12.6	471.4	–	–	32768	2026-10-12	community	contradiction	source
M5	Qwen3.5-9B	8bit	oMLX	12.4	416.0	–	–	4096	2026-10-18	community	contradiction	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.3	127.6	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.3	127.6	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.3	127.6	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.3	127.6	–	–	1024	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.3	127.6	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-9B	4bit	oMLX	12.1	77.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-9B	4bit	oMLX	12.1	77.5	–	–	4096	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.0	132.0	–	–	4096	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.0	132.0	–	–	4096	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.0	132.0	–	–	4096	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.0	132.0	–	–	4096	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	12.0	132.0	–	–	4096	2026-03-09	community	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	11.9	–	–	–	128	2026-10-13	sourced	contradiction	source
M5	Qwen3.5-9B	8bit	oMLX	11.7	441.8	–	–	16384	2026-10-18	community	contradiction	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	11.5	130.7	–	–	8192	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	11.5	130.7	–	–	8192	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	11.5	130.7	–	–	8192	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	11.5	130.7	–	–	8192	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	11.5	130.7	–	–	8192	2026-03-09	community	–	source
M4	Qwen3.5-9B	8bit	oMLX	11.0	222.9	–	–	1024	2026-10-10	community	–	source
M4	Qwen3.5-9B	8bit	oMLX	10.7	217.4	–	–	1024	2026-10-13	community	–	source
M4	Qwen3.5-9B	8bit	oMLX	10.7	220.4	–	–	4096	2026-10-13	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	10.6	127.5	–	–	16384	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	10.6	127.5	–	–	16384	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	10.6	127.5	–	–	16384	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	10.6	127.5	–	–	16384	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	10.6	127.5	–	–	16384	2026-03-09	community	–	source
M4	Qwen3.5-9B	8bit	oMLX	10.4	218.0	–	–	4096	2026-10-10	community	–	source
M2	Qwen3.5-9B	4bit	oMLX	10.2	77.9	–	–	16384	2026-10-14	community	contradiction	source
M6	Qwen3.5-9B	4bit	oMLX	10.1	473.8	–	–	199680	2026-10-14	community	contradiction	source
gfx1151	Qwen3.5-9B	unstated	vLLM	9.1	–	–	–	8192	2026-10-13	sourced	contradiction	source
gfx1151	Qwen3.5-9B	unstated	vLLM	9.0	–	–	–	8192	2026-10-13	sourced	contradiction	source
M1 Max	Qwen3.5-9B	4bit	oMLX	8.8	241.1	–	–	16384	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	8.8	241.1	–	–	16384	2026-10-06	community	–	source
M1 Max	Qwen3.5-9B	4bit	oMLX	8.8	241.1	–	–	16384	2026-10-06	community	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	8.6	–	–	–	128	2026-10-13	sourced	contradiction	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	8.6	90.4	–	–	32768	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	8.6	90.4	–	–	32768	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	8.6	90.4	–	–	32768	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	8.6	90.4	–	–	32768	2026-03-09	community	–	source
M2 Pro	Qwen3.5-9B	8bit	oMLX	8.6	90.4	–	–	32768	2026-03-09	community	–	source
gfx1151	Qwen3.5-9B	unstated	vLLM	8.1	–	–	–	8192	2026-10-13	sourced	–	source
M1 Pro	Qwen3.5-9B	4bit	oMLX	8.1	185.5	–	–	4096	2026-10-15	community	contradiction outlier	source
gfx1151	Qwen3.5-9B	unstated	vLLM	6.5	–	–	–	8192	2026-10-13	sourced	contradiction	source
gfx1151	Qwen3.5-9B	unstated	vLLM	6.4	–	–	–	8192	2026-10-13	sourced	contradiction	source
M1	Qwen3.5-9B	4bit	oMLX	6.1	39.4	–	–	1024	2026-10-13	community	contradiction	source
M1	Qwen3.5-9B	4bit	oMLX	5.7	39.0	–	–	4096	2026-10-13	community	contradiction	source
M4 (16 GB)	Qwen3.5-9B	Q4_0	llama.cpp	4.0648	–	–	0.5057	–	–	sourced	–	source
M4 (16 GB)	Qwen3.5-9B	Q4_K - Small	llama.cpp	3.142	–	–	0.8445	–	–	sourced	–	source
M4 (16 GB)	Qwen3.5-9B	Q6_K	llama.cpp	2.1849	–	–	1.5031	–	–	sourced	–	source
RTX 4090	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	–	9343.1	–	–	–	2026-10	community	–	source
RTX 4090	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	–	9515.0	–	–	–	2026-10	community	–	source
RTX 4090	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	–	9472.7	–	–	–	2026-10	community	–	source
RTX 4090	Qwen3.5-9B	Q4_K_M	llama.cpp (CUDA)	–	9619.7	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	1029	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	1028	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	607	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	1005	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	767	–	–	–	2026-10	community	–	source
Arc Pro B50	Qwen3.5-9B	Q4_0	llama.cpp (SYCL)	–	1150	–	–	–	2026-10	community	–	source

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