qwen2.5-math-1.5b-instruct

LM-STUDIO MLX

qwen2 · 1.5B · 4bit

Marginal

Mar 4, 2026 · Apple M4

qwen2.5-coder-7b-instruct-mlx

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

Global Score

45 vs 79

Hardware Fit

99 vs 92

Quality Score

22 vs 73

Hardware

qwen2.5-math-1.5b-… qwen2.5-coder-7b-i…

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-… qwen2.5-coder-7b-i…

Tokens/sec91.722.5

First chunk205 ms529 ms

TTFT205 ms529 ms

Load timeN/AN/A

Memory usage0.8 GB4.0 GB

Memory %3%13%

HW Fit Score Breakdown

qwen2.5-math-1.5b-instr…

Speed

50/50

TTFT

20/20

Memory

29/30

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

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

qwen2.5-coder-7b-instru…

Reasoning

10/20

Coding

18/20

Instruction

14/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

View qwen2.5-math-1.5b-… details | View qwen2.5-coder-7b-i… 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