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mistralai/magistral-small-2509

mistral3 · 24B · 4bit

Not Rec.

Mar 3, 2026 · Apple M4

meta-llama-3.1-8b-instruct

llama · 8B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score
20 vs 76
Hardware Fit
65 vs 95
Quality Score
0 vs 68

Hardware

mistralai/magistra… meta-llama-3.1-8b-…
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

mistralai/magistra… meta-llama-3.1-8b-…
Tokens/sec5.121.6
TTFT2.0 s512 ms
Load time0.0 s0.0 s
Memory usage0.0 GB0.0 GB
Memory %0%0%

HW Fit Score Breakdown

mistralai/magistral-sma…

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

meta-llama-3.1-8b-instr…

Speed
35/40
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

meta-llama-3.1-8b-instr…

Reasoning
11/20
Coding
15/20
Instruction
14/20
Structured
14/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
View mistralai/magistra… details | View meta-llama-3.1-8b-… details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running