M1

184 records across 30 models (quants: 2bit, 4bit, 8bit, F16, Q4_0, Q8_0, mxfp4, oQ4, oQ4e, oQ5, oQ6e, oQ8e, unknown).

hardware	model	quant	backend	tok/s	pp tok/s	W	ttft s	ctx/tg	date	class	flags	source
M1	DeepSeek-R1-Distill-Qwen-7B	4bit	oMLX	3.2	30.5	–	–	8192	2026-10-11	community	–	source
M1	DeepSeek-R1-Distill-Qwen-7B	4bit	oMLX	2.7	29.7	–	–	32768	2026-10-15	community	–	source
M1	DeepSeek-R1-Distill-Qwen-7B	4bit	oMLX	2.1	21.4	–	–	32768	2026-10-11	community	contradiction	source
M1	DeepSeek-R1-Distill-Qwen-7B	4bit	oMLX	1.9	25.1	–	–	16384	2026-10-11	community	–	source
M1	DeepSeek-V4.1-Flash	oQ4e	oMLX	9.9	123.4	–	–	16384	2026-10-06	community	–	source
M1	Gemma 4 E2B	4bit	oMLX	38.6	984.6	–	–	1024	2026-10-09	community	–	source
M1	Gemma 4 E2B	4bit	oMLX	37.9	987.6	–	–	1024	2026-10-16	community	–	source
M1	Gemma 4 E2B	4bit	oMLX	35.8	987.7	–	–	4096	2026-10-16	community	–	source
M1	Gemma 4 E2B	8bit	oMLX	15.7	664.2	–	–	32768	2026-10-14	community	–	source
M1	gemma-3-12b-it	4bit	oMLX	1.6	12.4	–	–	16384	2026-10-10	community	–	source
M1	gemma-4-E2B-Heretic-Uncensored	4bit	oMLX	36.8	974.4	–	–	4096	2026-10-14	community	–	source
M1	gemma-4-E2B-Heretic-Uncensored	4bit	oMLX	32.1	919.2	–	–	16384	2026-10-14	community	–	source
M1	gemma-4-E2B-it	oQ4e	oMLX	80.3	955.5	–	–	1024	2026-10-15	community	–	source
M1	gemma-4-E2B-it	oQ4e	oMLX	70.5	972.0	–	–	4096	2026-10-15	community	–	source
M1	GLM-5.3-Flash	4bit	oMLX	53.5	1071.0	–	–	8192	2026-10-12	community	–	source
M1	GLM-5.3-Flash	4bit	oMLX	36.4	1050.0	–	–	16384	2026-10-12	community	–	source
M1	GLM-5.3-Flash	4bit	oMLX	36.1	1057.0	–	–	8192	2026-10-12	community	contradiction	source
M1	Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated	4bit	oMLX	18.2	166.8	–	–	4096	2026-10-14	community	–	source
M1	Huihui-Qwen3.5-4B-Claude-4.6-Opus-abliterated	4bit	oMLX	15.6	138.4	–	–	16384	2026-10-14	community	–	source
M1	Ling-3.0-tiny	oQ6e	oMLX	41.0	611.7	–	–	1024	2026-10-07	community	–	source
M1	Ling-3.0-tiny	oQ6e	oMLX	36.7	644.6	–	–	8192	2026-10-07	community	–	source
M1	llama 7B	Q4_0	llama.cpp (Metal)	13.99	131.46	–	–	tg128	2025-05-20	community	–	source
M1	llama 7B	Q4_0	llama.cpp (Vulkan)	12.85	35.93	–	–	tg128	2025-11-21	community	–	source
M1	llama 7B	Q4_0	llama.cpp (Vulkan)	12.47	38.29	–	–	tg128	2025-11-21	community	–	source
M1	llama 7B	Q4_0	llama.cpp (Vulkan)	12.41	31.31	20.35	–	tg128	2025-08-17	community	–	source
M1	llama 7B	Q4_0	llama.cpp (Vulkan)	12.38	28.65	–	–	tg128	2025-08-17	community	–	source
M1	llama 7B	Q8_0	llama.cpp (Metal)	7.67	133.34	–	–	tg128	2025-05-20	community	–	source
M1	llama 7B mostly	Q4_0	llama.cpp (Metal)	60.4	527.76	–	–	tg128	2023-12-21	community	–	source
M1	llama 7B mostly	Q8_0	llama.cpp (Metal)	39.6	536.5	–	–	tg128	2023-12-21	community	–	source
M1	llama 7B mostly	F16	llama.cpp (Metal)	22.83	598.96	–	–	tg128	2023-12-21	community	–	source
M1	llama 7B mostly	Q4_0	llama.cpp (Metal)	14.19	107.81	–	–	tg128	2023-12-15	community	–	source
M1	llama 7B mostly	Q4_0	llama.cpp (Metal)	14.15	117.96	–	–	tg128	2023-12-02	community	–	source
M1	llama 7B mostly	Q4_0	llama.cpp (Metal)	14.13	115.67	–	–	tg128	2025-05-20	community	–	source
M1	llama 7B mostly	Q8_0	llama.cpp (Metal)	7.92	108.21	–	–	tg128	2023-12-15	community	–	source
M1	llama 7B mostly	Q8_0	llama.cpp (Metal)	7.91	117.25	–	–	tg128	2023-12-02	community	–	source
M1	llama 7B mostly	Q8_0	llama.cpp (Metal)	7.69	121.73	–	–	tg128	2025-05-20	community	–	source
M1	Mellum2.1-12B-A2.5B-Thinking	mxfp4	oMLX	34.1	242.8	–	–	1024	2026-10-13	community	–	source
M1	MiniCPM5-1B	oQ4	oMLX	69.6	766.6	–	–	4096	2026-10-13	community	–	source
M1	MiniCPM5-1B	oQ4	oMLX	49.1	489.2	–	–	16384	2026-10-13	community	–	source
M1	MiniCPM5-2B	oQ4e	oMLX	37.3	326.5	–	–	1024	2026-10-08	community	–	source
M1	MiniCPM5-2B	4bit	oMLX	33.6	313.5	–	–	1024	2026-10-10	community	–	source
M1	MiniCPM5-2B	oQ4e	oMLX	32.1	290.6	–	–	4096	2026-10-08	community	–	source
M1	MiniCPM5-2B	4bit	oMLX	26.9	292.5	–	–	4096	2026-10-10	community	–	source
M1	MiniCPM5-2B	oQ5	oMLX	26.6	404.6	–	–	1024	2026-10-07	community	–	source
M1	MiniCPM5-2B	4bit	oMLX	19.4	247.1	–	–	8192	2026-10-10	community	–	source
M1	MiniCPM5-2B	oQ5	oMLX	16.5	333.1	–	–	8192	2026-10-07	community	–	source
M1	MiniCPM5-2B	4bit	oMLX	15.5	190.8	–	–	16384	2026-10-10	community	–	source
M1	MiniCPM5-2B	4bit	oMLX	10.1	133.4	–	–	32768	2026-10-10	community	–	source
M1	Qwen2.5-1.5B	oQ8e	oMLX	30.1	660.4	–	–	1024	2026-10-13	community	–	source
M1	Qwen2.5-1.5B	oQ8e	oMLX	26.9	598.0	–	–	4096	2026-10-13	community	–	source
M1	Qwen2.5-1.5B-Instruct	4bit	oMLX	40.5	522.1	–	–	1024	2026-10-07	community	–	source
M1	Qwen2.5-1.5B-Instruct	4bit	oMLX	36.0	492.3	–	–	4096	2026-10-07	community	–	source
M1	Qwen2.5-Coder-14B-Instruct	4bit	oMLX	1.9	15.3	–	–	1024	2026-10-10	community	–	source
M1	Qwen2.5-Coder-14B-Instruct	4bit	oMLX	1.7	10.3	–	–	4096	2026-10-10	community	–	source
M1	Qwen2.5-Coder-7B-Instruct	4bit	oMLX	14.6	148.9	–	–	1024	2026-10-10	community	–	source
M1	Qwen2.5-Coder-7B-Instruct	4bit	oMLX	13.9	143.5	–	–	4096	2026-10-10	community	–	source
M1	Qwen2.5-VL-7B-Instruct	4bit	oMLX	13.7	145.0	–	–	1024	2026-10-07	community	–	source
M1	Qwen2.5-VL-7B-Instruct	4bit	oMLX	13.0	140.6	–	–	4096	2026-10-07	community	–	source
M1	Qwen3-4B-Instruct-2507	4bit	oMLX	23.0	184.1	–	–	1024	2026-10-16	community	–	source
M1	Qwen3-4B-Instruct-2507	4bit	oMLX	22.9	184.2	–	–	1024	2026-10-16	community	–	source
M1	Qwen3-4B-Instruct-2507	4bit	oMLX	19.5	167.7	–	–	4096	2026-10-16	community	–	source
M1	Qwen3-4B-Instruct-2507	4bit	oMLX	19.4	167.3	–	–	4096	2026-10-16	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	100.8	756.4	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	91.3	734.1	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	82.2	710.7	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	68.2	647.6	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	62.4	755.9	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	58.9	733.9	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	55.0	714.0	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	48.2	726.8	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	48.2	726.8	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	48.2	726.8	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	47.9	654.9	–	–	16384	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	47.8	552.2	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	46.2	713.6	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	46.2	713.6	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	45.1	646.1	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	45.1	646.1	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	45.1	646.1	–	–	8192	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	44.7	707.8	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	44.7	707.8	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	41.2	653.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	41.2	653.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	41.2	653.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	37.3	554.7	–	–	32768	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	8bit	oMLX	24.8	414.9	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-0.8B	4bit	oMLX	17.3	408.6	–	–	65536	2026-03-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	22.8	181.2	–	–	1024	2026-10-10	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	22.2	145.3	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	22.2	145.3	–	–	1024	2026-03-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	22.0	168.7	–	–	4096	2026-10-10	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	21.0	144.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	21.0	144.5	–	–	4096	2026-03-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	20.6	149.5	–	–	4096	2026-10-13	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	18.5	166.3	–	–	4096	2026-10-14	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	18.1	136.0	–	–	16384	2026-10-13	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	15.6	130.2	–	–	16384	2026-10-14	community	–	source
M1	Qwen3.5-4B	oQ8e	oMLX	14.2	219.4	–	–	1024	2026-10-09	community	–	source
M1	Qwen3.5-4B	oQ8e	oMLX	13.6	231.1	–	–	4096	2026-10-09	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	13.2	93.8	–	–	1024	2026-10-07	community	–	source
M1	Qwen3.5-4B	4bit	oMLX	13.0	91.9	–	–	1024	2026-10-07	community	–	source
M1	Qwen3.5-4B-OptiQ	4bit	oMLX	17.2	181.8	–	–	1024	2026-10-09	community	–	source
M1	Qwen3.5-4B-OptiQ	4bit	oMLX	17.2	181.8	–	–	1024	2026-10-09	community	–	source
M1	Qwen3.5-4B-OptiQ	4bit	oMLX	16.6	180.0	–	–	4096	2026-10-09	community	–	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
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
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
M1	Qwen3.5-9b-Sushi-Coder-RL	4bit	oMLX	3.1	26.2	–	–	32768	2026-10-16	community	–	source
M1	Qwen3.8-Flash-Next	oQ4e	oMLX	65.4	2655.0	–	–	65536	2026-10-13	community	–	source
M1	Qwen3.8-Flash-Next	oQ4e	oMLX	57.0	2725.0	–	–	65536	2026-10-13	community	contradiction	source
M1	Qwen3.8-Flash-Next	oQ4e	oMLX	36.2	2735.0	–	–	16384	2026-10-13	community	–	source
M1	Qwen3.8-Flash-Next	oQ4e	oMLX	31.6	2372.0	–	–	16384	2026-10-13	community	contradiction	source
M1	Ternary-Bonsai-2-27B-Abliterated-v2	unknown	oMLX	4.8	33.0	–	–	1024	2026-10-09	community	–	source
M1	Ternary-Bonsai-2-4B	2bit	oMLX	27.9	184.8	–	–	1024	2026-10-16	community	–	source
M1	Ternary-Bonsai-2-4B	2bit	oMLX	27.3	196.9	–	–	1024	2026-10-16	community	–	source
M1	Ternary-Bonsai-2-4B	2bit	oMLX	25.4	194.8	–	–	4096	2026-10-16	community	–	source
M1	Ternary-Bonsai-2-4B	2bit	oMLX	25.0	188.0	–	–	4096	2026-10-16	community	–	source
M1	Ternary-Bonsai-8B	2bit	oMLX	24.1	138.7	–	–	1024	2026-10-16	community	–	source
M1	Ternary-Bonsai-8B	2bit	oMLX	20.2	129.9	–	–	4096	2026-10-16	community	–	source
M1	VulnLLM-R-7B	8bit	oMLX	7.5	105.9	–	–	1024	2026-10-10	community	–	source
M1	VulnLLM-R-7B	8bit	oMLX	7.1	103.6	–	–	4096	2026-10-10	community	–	source

All rows cite their source. Provenance: community 40018 sourced 1085

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