Canonical Rankings

Best Macs for this model

Qwen 3 0.6B ranked across the Mac lineup at the best practical quantization, using the best available runtime evidence. Historical baseline selected; model picker is focused on current-market choices.

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29 ranked MacsUse the strongest current runtime evidence for each row.27 other historical models hiddenBaselinesStatic paths cover only canonical model pages; sort and quantization stay as query state.

Historical baseline selected: Qwen 3 0.6B. Default model choices remain current-market; other historical models stay hidden.

Rank	Mac	Score	Quant	Tok/s	Runtime	Fits	Headroom	Context	Evidence	Price	Why it ranks here
1	Mac Studio M3 Ultra 256GB	1801	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · MLX · Estimated	MLX	Fits	254.8 GB	33k	Estimated	$7,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 254.8 GB headroom remains at this quantization.
2	Mac Pro M2 Ultra 192GB	1737	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	190.8 GB	33k	Estimated	$6,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 190.8 GB headroom remains at this quantization.
3	MacBook Pro M5 Max 128GB 16-inch	1673	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	126.8 GB	33k	Estimated	$5,399	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 126.8 GB headroom remains at this quantization.
4	Mac Studio M3 Ultra 96GB	1641	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	94.8 GB	33k	Estimated	$3,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 94.8 GB headroom remains at this quantization.
5	Mac Studio M4 Max 64GB	1609	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	62.8 GB	33k	Estimated	$2,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 62.8 GB headroom remains at this quantization.
6	MacBook Pro M4 Max 64GB 16-inch	1609	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	62.8 GB	33k	Estimated	$4,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 62.8 GB headroom remains at this quantization.
7	Mac Mini M4 Pro 48GB	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$1,599	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
8	MacBook Pro M4 Pro 48GB 14-inch	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$2,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
9	Mac Studio M4 Max 48GB	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$2,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
10	MacBook Pro M4 Pro 48GB 16-inch	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$2,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
11	MacBook Pro M4 Max 48GB 14-inch	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$3,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
12	MacBook Pro M4 Max 48GB 16-inch	1593	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	46.8 GB	33k	Estimated	$3,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 46.8 GB headroom remains at this quantization.
13	Mac Studio M4 Max 36GB	1581	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	34.8 GB	33k	Estimated	$1,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 34.8 GB headroom remains at this quantization.
14	MacBook Pro M4 Max 36GB 14-inch	1581	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	34.8 GB	33k	Estimated	$2,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 34.8 GB headroom remains at this quantization.
15	MacBook Pro M4 Max 36GB 16-inch	1581	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	34.8 GB	33k	Estimated	$3,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 34.8 GB headroom remains at this quantization.
16	Mac Mini M4 32GB	1577	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	30.8 GB	33k	Estimated	$799	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 30.8 GB headroom remains at this quantization.
17	MacBook Air M4 32GB 13-inch	1577	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	30.8 GB	33k	Estimated	$1,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 30.8 GB headroom remains at this quantization.
18	MacBook Air M4 32GB 15-inch	1577	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	30.8 GB	33k	Estimated	$1,699	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 30.8 GB headroom remains at this quantization.
19	Mac Mini M4 24GB	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$599	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
20	MacBook Air M4 24GB 13-inch	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$1,299	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
21	Mac Mini M4 Pro 24GB	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$1,399	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
22	MacBook Air M4 24GB 15-inch	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$1,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
23	MacBook Pro M4 Pro 24GB 14-inch	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$1,999	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
24	MacBook Pro M4 Pro 24GB 16-inch	1569	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	22.8 GB	33k	Estimated	$2,499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 22.8 GB headroom remains at this quantization.
25	Mac Mini M4 16GB	1561	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	14.8 GB	33k	Estimated	$499	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 14.8 GB headroom remains at this quantization.
26	MacBook Air M4 16GB 13-inch	1561	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	14.8 GB	33k	Estimated	$1,099	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 14.8 GB headroom remains at this quantization.
27	MacBook Air M4 16GB 15-inch	1561	8bit	370.0 tok/s Fastest evidence path: 8bit · 370.0 tok/s · LM Studio · Estimated	LM Studio	Fits	14.8 GB	33k	Estimated	$1,299	8bit is the current best practical quantization. 370.0 tok/s is estimated from nearby benchmark coverage. 14.8 GB headroom remains at this quantization.
28	Mac Studio M4 Max 128GB	931	8bit	184.4 tok/s Fastest evidence path: 8bit · 184.4 tok/s · LM Studio · Estimated	LM Studio	Fits	126.8 GB	33k	Estimated	$4,499	8bit is the current best practical quantization. 184.4 tok/s is estimated from nearby benchmark coverage. 126.8 GB headroom remains at this quantization.
29	MacBook Pro M4 Max 128GB 16-inch	931	8bit	184.4 tok/s Fastest evidence path: 8bit · 184.4 tok/s · LM Studio · Estimated	LM Studio	Fits	126.8 GB	33k	Estimated	$5,999	8bit is the current best practical quantization. 184.4 tok/s is estimated from nearby benchmark coverage. 126.8 GB headroom remains at this quantization.

qwen-3-0-6b — ranking first, raw rows below

Start with the ranked Mac table above. Use the rest of this page to inspect raw Apple Silicon coverage and model metadata.

Quantizations observed: 4bit, Q8_0

2Benchmark rows

2Chip tiers covered

184.4Fastest avg tok/s (M4 Max (128 GB))

—Minimum RAM observed

Quick take

Fastest published result is 370.0 tok/s on M3 Ultra (256 GB) at 4bit. Longest published context on this page is 10k. Published runtimes include LM Studio, MLX. Start with Rankings for the decision, then use the raw rows below to audit the evidence.

Based on 2 external benchmarks; no lab runs yet.

Published runtimes: LM Studio, MLX.

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Catalog record

0.6BTotal params

DenseActive params

32,768Context window

2025-04-29Release date

This is a reference-only model record. It remains useful for historical benchmarks, migration checks, and audit context, but it is excluded from current frontier packs.

Current published coverage

Published chip coverage includes M3 Ultra (256 GB), M4 Max (128 GB). Fastest published row is 370.0 tok/s on M3 Ultra (256 GB) at 4bit. Catalog context window is 10k.

M3 Ultra (256 GB)M4 Max (128 GB)

Related qwen-3-0-6b models with published pages: Qwen 3 32B · Qwen 3 30B-A3B · Qwen 3 4B · Qwen 3 235B-A22B · Qwen 3 8B · Qwen 3 14B

Raw benchmark rows for qwen-3-0-6b

Rows stay below the ranking because this page is answer-first. Use them to inspect exact chips, quantizations, runtimes, and sources.

Chip	Quant	RAM req.	Context	Avg tok/s	Prompt tok/s	Runtime	Source
M3 Ultra (256 GB)	4bit	—	—	370.0 tok/s	—	MLX	ref
M4 Max (128 GB)	Q8_0	—	10k	184.4 tok/s	—	LM Studio	ref

Best Macs for qwen-3-0-6b

Ordered by fastest published tok/s on the chip family in each Mac. Click through for the full machine page.

Mac Studio M3 Ultra 96GB — 370.0 tok/s Mac Studio M3 Ultra 256GB — 370.0 tok/s MacBook Pro M4 Max 36GB 14-inch — 184.4 tok/s MacBook Pro M4 Max 48GB 14-inch — 184.4 tok/s MacBook Pro M4 Max 36GB 16-inch — 184.4 tok/s MacBook Pro M4 Max 48GB 16-inch — 184.4 tok/s

Chips with published results for qwen-3-0-6b

M3 Ultra (256 GB)M4 Max (128 GB)

Data

benchmarks.json — full dataset · models.json — model summaries · benchmarks.csv — CSV export

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