qwen2.5-math-1.5b-instruct

LM-STUDIO MLX

qwen2 · 1.5B · 4bit

Marginal

Mar 4, 2026 · Apple M4

mistralai/magistral-small-2509

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score

45 vs 74

Hardware Fit

99 vs 66

Quality Score

22 vs 78

Hardware

qwen2.5-math-1.5b-… mistralai/magistra…

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-math-1.5b-… mistralai/magistra…

Tokens/sec91.77.9

First chunk205 ms1356 ms

TTFT205 ms1.4 s

Load timeN/AN/A

Memory usage0.8 GB13.2 GB

Memory %3%41%

HW Fit Score Breakdown

qwen2.5-math-1.5b-instr…

Speed

50/50

TTFT

20/20

Memory

29/30

mistralai/magistral-sma…

Speed

16/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-math-1.5b-instr…

Reasoning

2/20

Coding

0/20

Instruction

3/20

Structured

1/15

Math

14/15

Multilingual

2/10

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

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 qwen2.5-math-1.5b-… 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