hf.co/unsloth/Qwen3.8-27B-GGUF:UD-IQ1_S

OLLAMA GGUF

qwen35 · 27.3B · unknown

Marginal

Aug 25, 2026 · Apple M1 Pro

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

46 vs 74

Hardware Fit

50 vs 66

Quality Score

44 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/sec6.07.9

First chunk2377 ms1356 ms

TTFT2.2 s1.4 s

Load time6.8 sN/A

Memory usage10.6 GB13.2 GB

Memory %66%41%

HW Fit Score Breakdown

hf.co/unsloth/Qwen3.8-2…

Speed

15/50

TTFT

18/20

Memory

17/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

hf.co/unsloth/Qwen3.8-2…

Reasoning

8/20

Coding

5/20

Instruction

10/20

Structured

11/15

Math

3/15

Multilingual

7/10

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

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest