mistralai/magistral-small-2509

mistral3 · 24B · 4bit

Not Rec.

Mar 3, 2026 · Apple M4

starcoder2:3b

starcoder2 · 3B · Q4_0

Not Rec.

Mar 2, 2026 · Apple M4

Global Score

20 vs 39

Hardware Fit

65 vs 100

Quality Score

0 vs 13

Hardware

mistralai/magistra… starcoder2:3b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/magistra… starcoder2:3b

Tokens/sec5.149.4

TTFT2.0 s155 ms

Load time0.0 s0.4 s

Memory usage0.0 GB3.0 GB

Memory %0%9%

HW Fit Score Breakdown

mistralai/magistral-sma…

Speed

8/40

TTFT

27/30

Memory

30/30

starcoder2:3b

Speed

40/40

TTFT

30/30

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

starcoder2:3b

Reasoning

0/20

Coding

2/20

Instruction

5/20

Structured

2/15

Math

2/15

Multilingual

2/10

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

View mistralai/magistra… details | View starcoder2:3b details

Run yours and compare

npx metrillm@latest bench

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