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

LM-STUDIO MLX

qwen2 · 3B · 4bit

Good

Mar 4, 2026 · Apple M4

gemma4:e2b-mlx

OLLAMA GGUF

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score

73 vs 82

Hardware Fit

100 vs 99

Quality Score

61 vs 75

Hardware

qwen2.5-coder-3b-i… gemma4:e2b-mlx

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M4Apple M1 Pro

OSmacOS 26.3macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-3b-i… gemma4:e2b-mlx

Tokens/sec52.370.4

First chunk285 ms96 ms

TTFT285 ms96 ms

Load timeN/A2.5 s

Memory usage1.6 GB5.7 GB

Memory %5%36%

HW Fit Score Breakdown

qwen2.5-coder-3b-instru…

Speed

50/50

TTFT

20/20

Memory

30/30

gemma4:e2b-mlx

Speed

50/50

TTFT

20/20

Memory

29/30

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

gemma4:e2b-mlx

Reasoning

14/20

Coding

14/20

Instruction

15/20

Structured

15/15

Math

7/15

Multilingual

10/10

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

View qwen2.5-coder-3b-i… details | View gemma4:e2b-mlx 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