qwen2.5-coder-3b-instruct-mlx

LM-STUDIO MLX

qwen2 · 3B · 4bit

Good

Mar 4, 2026 · Apple M4

smollm2:135m

OLLAMA GGUF

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score

73 vs 41

Hardware Fit

100 vs 100

Quality Score

61 vs 15

Hardware

qwen2.5-coder-3b-i… smollm2:135m

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-3b-i… smollm2:135m

Tokens/sec52.3241.0

First chunk285 msN/A

TTFT285 ms39 ms

Load timeN/A0.4 s

Memory usage1.6 GB0.6 GB

Memory %5%2%

HW Fit Score Breakdown

qwen2.5-coder-3b-instru…

Speed

50/50

TTFT

20/20

Memory

30/30

smollm2:135m

Speed

40/50

TTFT

30/20

Memory

30/30

Quality

qwen2.5-coder-3b-instru…

Reasoning

7/20

Coding

14/20

Instruction

13/20

Structured

14/15

Math

4/15

Multilingual

9/10

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

smollm2:135m

Reasoning

4/20

Coding

1/20

Instruction

6/20

Structured

2/15

Math

1/15

Multilingual

1/10

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

View qwen2.5-coder-3b-i… details | View smollm2:135m 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