Open-weight models that run on Apple M3 Ultra · 256 GB

Unified memory 256 GB
Bandwidth 819 GB/s
Usable 192.0 GB

Specs: Memory · Mac Studio (2025) - Tech Specs - Apple Support · Bandwidth · Mac Studio (2025) - Tech Specs - Apple Support

Search Precision Context Concurrent requests Minimum speed Architecture Type Maker Sort

Fit	Model	Parameters / active	Precision	Memory	Est. speed	Longest context	Runs as
Runs well	GLM-4.5 Zhipu AI	358.3B	IQ4_XS	189.0 / 192.0 GB	17–26 tok/s	16K	Unified memory
Runs well	GLM-4.7 Zhipu AI	358.3B	IQ4_XS	189.0 / 192.0 GB	17–26 tok/s	16K	Unified memory
Runs well	GLM-4.6 Zhipu AI	356.8B	IQ4_XS	188.2 / 192.0 GB	18–27 tok/s	18K	Unified memory
Runs well	GLM-5.3-Flash Zhipu AI	321.3B / 18B	IQ4_XS	167.3 / 192.0 GB	41–62 tok/s	570K	Unified memory
Runs well	MiMo-V2.5 Xiaomi	310.8B / 15B	Q4_0	172.1 / 192.0 GB	42–64 tok/s	150K	Unified memory
Runs well	DeepSeek-V4-Flash (2026-07-31) DeepSeek	304.2B	FP8 (native)maker’s file	163.9 / 192.0 GB	21–32 tok/s	343K	Unified memory
Runs well	Hy3 Tencent	298.8B / 21B	Q4_0	166.9 / 192.0 GB	28–42 tok/s	88K	Unified memory
Runs well	DeepSeek-V4-Flash (2026-04-24) DeepSeek	290.9B / 13B	FP8 (native)maker’s file	156.8 / 192.0 GB	52–78 tok/s	428K	Unified memory
Runs well	DeepSeek-V4-Flash DeepSeek	290.9B / 13B	FP8 (native)maker’s file	156.8 / 192.0 GB	52–78 tok/s	427K	Unified memory
Runs well	ERNIE-5.5-Flash-Base Baidu	286.2B	Q4_K_M	170.4 / 192.0 GB	speed not estimated	465K	Unified memory
Runs well	Qwen3-VL-235B-A22B-Instruct Alibaba Qwen	235.7B	Q5_K_M	165.4 / 192.0 GB	23–35 tok/s	128K	Unified memory
Runs well	Qwen3-VL-235B-A22B-Thinking Alibaba Qwen	235.7B	Q5_K_M	165.4 / 192.0 GB	23–35 tok/s	128K	Unified memory
Runs well	Qwen3-235B-A22B-Instruct-2507 Alibaba Qwen	235.1B / 22B	Q5_K_M	165.0 / 192.0 GB	24–36 tok/s	256K	Unified memory
Runs well	Qwen3-235B-A22B-Thinking-2507 Alibaba Qwen	235.1B / 22B	Q5_K_M	165.0 / 192.0 GB	24–36 tok/s	256K	Unified memory
Runs well	Qwen3-235B-A22B Alibaba Qwen	235.1B / 22B	Q5_K_Mmaker’s file	164.6 / 192.0 GB	24–36 tok/s	128K	Unified memory
Runs well	MiniMax-M2.1 MiniMax	228.7B	Q5_K_M	161.0 / 192.0 GB	41–62 tok/s	136K	Unified memory
Runs well	MiniMax-M2.5 MiniMax	228.7B	Q5_K_M	161.0 / 192.0 GB	41–62 tok/s	136K	Unified memory
Runs well	MiniMax-M2.7 MiniMax	228.7B	Q5_K_M	161.0 / 192.0 GB	41–62 tok/s	136K	Unified memory
Runs well	MiniMax-M2 MiniMax	228.7B / 10B	Q5_K_M	161.0 / 192.0 GB	45–67 tok/s	136K	Unified memory
Runs well	MiniMax-M3.1-Flash MiniMax	220.5B / 23B	Q5_K_M	154.3 / 192.0 GB	24–35 tok/s	330K	Unified memory
Runs well	Step 3.7 Flash StepFun	201.4B	Q6_K	163.1 / 192.0 GB	99–149 tok/s	172K	Unified memory
Runs well	Step 3.5 Flash StepFun	199.4B / 11B	Q6_K	161.5 / 192.0 GB	39–58 tok/s	181K	Unified memory
Runs well	Ming-3.0-audio-flash Ant Group	128.2B / 6.5B	Q8_0	133.6 / 192.0 GB	56–84 tok/s	128K	Unified memory
Runs well	Ling-3.0-flash Ant Group	127.5B / 5.1B	Q8_0maker’s file	133.0 / 192.0 GB	70–106 tok/s	250K	Unified memory
Runs well	Qwen3.5-122B-A10B Alibaba Qwen	125.1B / 10B	Q8_0	130.2 / 192.0 GB	38–57 tok/s	256K	Unified memory
Runs well	Ling-3.0-flash-VL Ant Group	124.8B / 5.5B	Q8_0	130.1 / 192.0 GB	66–98 tok/s	128K	Unified memory
Runs well	gpt-oss-120b OpenAI	116.8B / 5.1B	MXFP4 (native)maker’s file	64.1 / 192.0 GB	130–195 tok/s	128K	Unified memory
Runs well	GLM-4.5-Air Zhipu AI	110.5B	Q8_0	116.2 / 192.0 GB	21–31 tok/s	125K	Unified memory
Runs well	GLM-4.5V Zhipu AI	107.7B / 12B	Q8_0	113.3 / 192.0 GB	29–43 tok/s	63K	Unified memory
Runs well	GLM-4.6V Zhipu AI	107.7B	Q8_0	113.3 / 192.0 GB	24–37 tok/s	125K	Unified memory
Runs well	Ling-2.6-flash Ant Group	107.5B / 7.4B	Q8_0	112.0 / 192.0 GB	50–75 tok/s	128K	Unified memory
Runs well	Qwen3-Next-80B-A3B-Instruct Alibaba Qwen	81.3B / 3B	BF16 (native)maker’s file	159.3 / 192.0 GB	66–99 tok/s	256K	Unified memory
Runs well	Qwen3-Next-80B-A3B-Thinking Alibaba Qwen	81.3B / 3B	BF16 (native)maker’s file	159.3 / 192.0 GB	66–99 tok/s	256K	Unified memory
Runs well	Qwen3-Coder-Next Alibaba Qwen	79.7B / 3B	BF16 (native)maker’s file	156.0 / 192.0 GB	66–99 tok/s	256K	Unified memory
Runs well	Qwen3.5-35B-A3B Alibaba Qwen	36B / 3B	BF16 (native)maker’s file	70.5 / 192.0 GB	66–100 tok/s	256K	Unified memory
Runs well	Qwen3.6-35B-A3B Alibaba Qwen	36B / 3B	BF16 (native)maker’s file	70.5 / 192.0 GB	66–100 tok/s	256K	Unified memory
Runs well	Qwen2.5-VL-32B-Instruct Alibaba Qwen	33.5B	Q6_K	28.9 / 192.0 GB	14–21 tok/s	125K	Unified memory
Runs well	Qwen3-VL-32B-Instruct Alibaba Qwen	33.4B	Q6_K	28.8 / 192.0 GB	14–21 tok/s	128K	Unified memory
Runs well	Qwen3-VL-32B-Thinking Alibaba Qwen	33.4B	Q6_K	28.8 / 192.0 GB	14–21 tok/s	128K	Unified memory
Runs well	Qwen2.5-32B-Instruct Alibaba Qwen	32.8B	Q6_Kmaker’s file	28.3 / 192.0 GB	14–21 tok/s	32K	Unified memory
Runs well	Qwen2.5-Coder-32B-Instruct Alibaba Qwen	32.8B	INT4 (AWQ / GPTQ)maker’s file	20.9 / 192.0 GB	19–29 tok/s	32K	Unified memory
Runs well	QwQ-32B Alibaba Qwen	32.8B	Q6_Kmaker’s file	28.3 / 192.0 GB	14–21 tok/s	40K	Unified memory
Runs well	DeepSeek-R1-Distill-Qwen-32B DeepSeek	32.8B	Q6_K	28.3 / 192.0 GB	14–21 tok/s	32K	Unified memory
Runs well	Qwen3-32B Alibaba Qwen	32.8B	Q6_Kmaker’s file	28.3 / 192.0 GB	14–21 tok/s	128K	Unified memory
Runs well	Qwen3-Omni-30B-A3B-Captioner Alibaba Qwen	31.7B	BF16 (native)maker’s file	62.8 / 192.0 GB	41–62 tok/s	64K	Unified memory
Runs well	Gemma 4 31B IT Google	31.3B	Q6_K	27.1 / 192.0 GB	15–22 tok/s	250K	Unified memory
Runs well	GLM-4.7-Flash Zhipu AI	31.2B	BF16 (native)maker’s file	61.5 / 192.0 GB	38–57 tok/s	195K	Unified memory
Runs well	Qwen3-VL-30B-A3B-Instruct Alibaba Qwen	31.1B	BF16 (native)maker’s file	61.5 / 192.0 GB	48–72 tok/s	128K	Unified memory
Runs well	Qwen3-VL-30B-A3B-Thinking Alibaba Qwen	31.1B	BF16 (native)maker’s file	61.5 / 192.0 GB	48–72 tok/s	128K	Unified memory
Runs well	Qwen3-30B-A3B-Instruct-2507 Alibaba Qwen	30.5B / 3.3B	BF16 (native)maker’s file	60.5 / 192.0 GB	55–83 tok/s	256K	Unified memory
Runs well	Qwen3-30B-A3B-Thinking-2507 Alibaba Qwen	30.5B / 3.3B	BF16 (native)maker’s file	60.5 / 192.0 GB	55–83 tok/s	256K	Unified memory
Runs well	Qwen3-30B-A3B Alibaba Qwen	30.5B / 3.3B	BF16 (native)maker’s file	60.5 / 192.0 GB	55–83 tok/s	128K	Unified memory
Runs well	Qwen3-Coder-30B-A3B-Instruct Alibaba Qwen	30.5B / 3.3B	BF16 (native)maker’s file	60.5 / 192.0 GB	55–83 tok/s	256K	Unified memory
Runs well	Hy-Memory-30B-A3B Tencent	30.1B / 3B	BF16 (native)maker’s file	59.6 / 192.0 GB	60–90 tok/s	63K	Unified memory
Runs well	Granite Switch 4.1 30B IBM	30B	FP8	31.4 / 192.0 GB	13–19 tok/s	128K	Unified memory
Runs well	Qwen3.5-27B Alibaba Qwen	27.8B	Q8_0	29.4 / 192.0 GB	14–20 tok/s	256K	Unified memory
Runs well	Qwen3.6-27B Alibaba Qwen	27.8B	Q8_0	29.4 / 192.0 GB	14–20 tok/s	256K	Unified memory
Runs well	Qwen3.8-27B Alibaba Qwen	27.8B	Q8_0	29.4 / 192.0 GB	14–20 tok/s	256K	Unified memory
Runs well	Gemma 4 26B A4B IT Google	25.8B / 3.8B	BF16 (native)maker’s file	51.0 / 192.0 GB	50–75 tok/s	250K	Unified memory
Runs well	Magistral Small 1.2 Mistral AI	24B	Q8_0maker’s file	25.8 / 192.0 GB	16–23 tok/s	125K	Unified memory
Runs well	Devstral Small 1.0 Mistral AI	23.6B	Q8_0	25.7 / 192.0 GB	16–23 tok/s	125K	Unified memory
Runs well	Devstral Small 1.1 Mistral AI	23.6B	Q8_0	25.7 / 192.0 GB	16–23 tok/s	125K	Unified memory
Runs well	Magistral Small 1.0 Mistral AI	23.6B	Q8_0	25.7 / 192.0 GB	16–23 tok/s	39K	Unified memory
Runs well	Magistral Small 1.1 Mistral AI	23.6B	Q8_0maker’s file	25.8 / 192.0 GB	16–23 tok/s	39K	Unified memory
Runs well	ERNIE-4.5-21B-A3B-Thinking Baidu	21.8B / 3B	BF16 (native)maker’s file	43.1 / 192.0 GB	63–95 tok/s	128K	Unified memory
Runs well	GPT OSS 20B OpenAI	20.9B / 3.6B	MXFP4 (native)maker’s file	13.6 / 192.0 GB	159–239 tok/s	128K	Unified memory
Runs well	Qwen2.5-14B-Instruct-1M Alibaba Qwen	14.8B	BF16 (native)maker’s file	30.4 / 192.0 GB	13–20 tok/s	870K	Unified memory
Runs well	Qwen2.5-14B-Instruct Alibaba Qwen	14.8B	BF16 (native)maker’s file	30.4 / 192.0 GB	13–20 tok/s	32K	Unified memory
Runs well	DeepSeek-R1-Distill-Qwen-14B DeepSeek	14.8B	BF16 (native)maker’s file	30.4 / 192.0 GB	13–20 tok/s	32K	Unified memory
Runs well	Qwen3-14B Alibaba Qwen	14.8B	BF16 (native)maker’s file	30.1 / 192.0 GB	13–20 tok/s	128K	Unified memory
Runs well	Gemma 3 12B IT Google	12.2B	BF16 (native)maker’s file	26.6 / 192.0 GB	15–22 tok/s	128K	Unified memory
Runs well	Qwen2.5-Omni-7B Alibaba Qwen	10.7B	BF16 (native)maker’s file	22.3 / 192.0 GB	18–27 tok/s	32K	Unified memory
Runs well	GLM-4.6V-Flash Zhipu AI	10.3B	BF16 (native)maker’s file	20.4 / 192.0 GB	20–29 tok/s	125K	Unified memory
Runs well	Qwen3.5-9B Alibaba Qwen	9.7B	BF16 (native)maker’s file	19.1 / 192.0 GB	21–31 tok/s	256K	Unified memory
Runs well	Qianfan-VL-8B Baidu	8.8B	BF16 (native)maker’s file	18.2 / 192.0 GB	22–33 tok/s	32K	Unified memory
Runs well	Granite Switch 4.1 8B IBM	8.8B	BF16 (native)maker’s file	18.5 / 192.0 GB	22–32 tok/s	128K	Unified memory
Runs well	Qwen3-VL-8B-Instruct Alibaba Qwen	8.8B	BF16 (native)maker’s file	18.3 / 192.0 GB	22–33 tok/s	128K	Unified memory
Runs well	Qwen3-VL-8B-Thinking Alibaba Qwen	8.8B	BF16 (native)maker’s file	18.3 / 192.0 GB	22–33 tok/s	128K	Unified memory
Runs well	pplx-embed-v2-context-9b Perplexity	8.4B	Q8_0	9.1 / 192.0 GB	45–67 tok/s	256K	Unified memory
Runs well	Qwen2.5-VL-7B-Instruct Alibaba Qwen	8.3B	BF16 (native)maker’s file	16.7 / 192.0 GB	24–36 tok/s	125K	Unified memory
Runs well	Qwen3-8B Alibaba Qwen	8.2B	BF16 (native)maker’s file	17.1 / 192.0 GB	23–35 tok/s	128K	Unified memory
Runs well	DeepSeek-R1-Distill-Llama-8B DeepSeek	8B	BF16 (native)maker’s file	16.7 / 192.0 GB	24–36 tok/s	125K	Unified memory
Runs well	Gemma 4 E4B Google	8B	BF16 (native)maker’s file	15.8 / 192.0 GB	25–38 tok/s	125K	Unified memory
Runs well	Ling-3.0-tiny Ant Group	7.9B / 1.3B	BF16 (native)maker’s file	15.6 / 192.0 GB	145–217 tok/s	128K	Unified memory
Runs well	Qwen2.5-7B-Instruct-1M Alibaba Qwen	7.6B	BF16 (native)maker’s file	15.3 / 192.0 GB	26–39 tok/s	977K	Unified memory
Runs well	Qwen2.5-7B-Instruct Alibaba Qwen	7.6B	BF16 (native)maker’s file	15.3 / 192.0 GB	26–39 tok/s	32K	Unified memory
Runs well	DeepSeek-R1-Distill-Qwen-7B DeepSeek	7.6B	BF16 (native)maker’s file	15.3 / 192.0 GB	26–39 tok/s	32K	Unified memory
Runs well	Mistral-7B-Instruct-v0.1 Mistral AI	7.2B	BF16 (native)maker’s file	15.2 / 192.0 GB	26–39 tok/s	32K	Unified memory
Runs well	Gemma 4 E2B Google	5.1B	BF16 (native)maker’s file	10.1 / 192.0 GB	40–60 tok/s	125K	Unified memory
Runs well	WeVisOne-VL-4B Tencent	4.8B	BF16 (native)maker’s file	10.6 / 192.0 GB	38–57 tok/s	256K	Unified memory
Runs well	Qianfan-OCR Baidu	4.7B	BF16 (native)maker’s file	10.5 / 192.0 GB	38–57 tok/s	31K	Unified memory
Runs well	Qwen3.5-4B Alibaba Qwen	4.7B	BF16 (native)maker’s file	9.4 / 192.0 GB	43–64 tok/s	256K	Unified memory
Runs well	Qwen3-VL-4B-Instruct Alibaba Qwen	4.4B	BF16 (native)maker’s file	9.9 / 192.0 GB	41–61 tok/s	250K	Unified memory
Runs well	Qwen3-4B-Instruct-2507 Alibaba Qwen	4B	BF16 (native)maker’s file	9.1 / 192.0 GB	44–66 tok/s	256K	Unified memory
Runs well	Qwen3-4B Alibaba Qwen	4B	BF16 (native)maker’s file	9.1 / 192.0 GB	44–66 tok/s	128K	Unified memory
Runs well	DeepSeek-OCR DeepSeek	3.3B	BF16 (native)maker’s file	7.2 / 192.0 GB	147–221 tok/s	8K	Unified memory
Runs well	Granite-4.0-H-Micro IBM	3.2B	BF16 (native)maker’s file	6.5 / 192.0 GB	63–95 tok/s	128K	Unified memory
Runs well	Qwen3-1.7B Alibaba Qwen	2B	BF16 (native)maker’s file	5.2 / 192.0 GB	82–123 tok/s	40K	Unified memory
Runs well	DeepSeek-R1-Distill-Qwen-1.5B DeepSeek	1.8B	BF16 (native)maker’s file	4.0 / 192.0 GB	108–162 tok/s	125K	Unified memory
Runs well	GLM-OCR Zhipu AI	1.3B	BF16 (native)maker’s file	3.5 / 192.0 GB	128–193 tok/s	128K	Unified memory
Runs well	Qwen3-0.6B Alibaba Qwen	0.8B	BF16 (native)maker’s file	2.8 / 192.0 GB	168–251 tok/s	40K	Unified memory
Runs well	EmbeddingGemma 2 Google	0.7B	BF16 (native)maker’s file	2.0 / 192.0 GB	260–390 tok/s	256K	Unified memory
Runs well	Qwen3-Embedding-0.6B Alibaba Qwen	0.6B	BF16 (native)maker’s file	2.5 / 192.0 GB	192–288 tok/s	32K	Unified memory
Runs well	bge-reranker-v2-m3 BAAI	0.6B	FP32 (native)maker’s file	3.4 / 192.0 GB	133–200 tok/s	8K	Unified memory
Runs well	bge-m3-unsupervised BAAI	0.6B	FP32 (native)maker’s file	3.4 / 192.0 GB	133–200 tok/s	8K	Unified memory
Runs well	bge-large-en-v1.5 BAAI	0.3B	FP32 (native)maker’s file	1.8 / 192.0 GB	294–442 tok/s	512	Unified memory
Runs well	bge-reranker-base BAAI	0.3B	FP32 (native)maker’s file	1.6 / 192.0 GB	362–543 tok/s	514	Unified memory
Runs well	bge-base-en-v1.5 BAAI	0.1B	FP32 (native)maker’s file	0.9 / 192.0 GB	896–1345 tok/s	512	Unified memory
Runs well	bge-small-en-v1.5 BAAI	0B	FP32 (native)maker’s file	0.6 / 192.0 GB	2866–4298 tok/s	512	Unified memory
Runs, slowly	Qwen2.5-VL-72B-Instruct Alibaba Qwen	73.4B	BF16 (native)maker’s file	146.1 / 192.0 GB	3–4 tok/s	125K	Unified memory
Runs, slowly	Qwen2-VL-72B-Instruct Alibaba Qwen	73.4B	BF16 (native)maker’s file	146.1 / 192.0 GB	3–4 tok/s	32K	Unified memory
Runs, slowly	Qwen2.5-72B-Instruct Alibaba Qwen	72.7B	BF16 (native)maker’s file	144.7 / 192.0 GB	3–4 tok/s	32K	Unified memory
Runs, slowly	Qianfan-VL-70B Baidu	71.8B	BF16 (native)maker’s file	143.0 / 192.0 GB	3–4 tok/s	32K	Unified memory
Runs, slowly	DeepSeek-R1-Distill-Llama-70B DeepSeek	70.6B	BF16 (native)maker’s file	140.5 / 192.0 GB	3–4 tok/s	125K	Unified memory

Estimates from the makers’ Hugging Face repositories (as of 2026-11-06); filtered views aren’t indexed. How it’s estimated