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mistralai/magistral-small-2509

mistral3 · 24B · 4bit

Not Rec.

Mar 3, 2026 · Apple M4

qwen3:8b

qwen3 · 8.2B · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

Global Score
20 vs 47
Hardware Fit
65 vs 67
Quality Score
0 vs 38

Hardware

mistralai/magistra… qwen3:8b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

mistralai/magistra… qwen3:8b
Tokens/sec5.118.7
TTFT2.0 s12.1 s
Load time0.0 s1.2 s
Memory usage0.0 GB9.5 GB
Memory %0%30%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed
8/40
TTFT
27/30
Memory
30/30

qwen3:8b

Speed
31/40
TTFT
6/30
Memory
30/30

Quality

mistralai/magistral-sma…

Reasoning
0/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
0/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor Multilingual: Poor

qwen3:8b

Reasoning
5/20
Coding
5/20
Instruction
4/20
Structured
12/15
Math
2/15
Multilingual
10/10
Reasoning: Weak Coding: Weak Instruction Following: Poor Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running