hf.co/unsloth/Qwen3.8-27B-GGUF:UD-IQ2_XXS

OLLAMA GGUF

qwen35 · 27.3B · unknown

Not Rec.

Aug 22, 2026 · Apple M1 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

31 vs 74

Hardware Fit

37 vs 66

Quality Score

28 vs 78

Hardware

hf.co/unsloth/Qwen… mistralai/magistra…

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM16 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 26.6.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/unsloth/Qwen… mistralai/magistra…

Tokens/sec5.47.9

First chunk5076 ms1356 ms

TTFT5.1 s1.4 s

Load time0.3 sN/A

Memory usage11.6 GB13.2 GB

Memory %72%41%

HW Fit Score Breakdown

hf.co/unsloth/Qwen3.8-2…

Speed

13/50

TTFT

10/20

Memory

14/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

hf.co/unsloth/Qwen3.8-2…

Reasoning

9/20

Coding

2/20

Instruction

1/20

Structured

1/15

Math

9/15

Multilingual

6/10

Reasoning: Weak Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Adequate Multilingual: Adequate

mistralai/magistral-sma…

Reasoning

14/20

Coding

18/20

Instruction

14/20

Structured

15/15

Math

7/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

View hf.co/unsloth/Qwen… details | View mistralai/magistra… details

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$ metrillm

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Or run without installing: npx metrillm@latest