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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

mlx-community/gemma-3-1b-it-8bit

LM-STUDIO GGUF

Good

Mar 5, 2026 · Apple M4

Global Score

79 vs 72

Hardware Fit

92 vs 99

Quality Score

73 vs 61

Hardware

qwen2.5-coder-7b-i… mlx-community/gemm…

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-7b-i… mlx-community/gemm…

Tokens/sec22.586.3

First chunk529 ms253 ms

TTFT529 ms253 ms

Load timeN/AN/A

Memory usage4.0 GB1.1 GB

Memory %13%4%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

mlx-community/gemma-3-1…

Speed

50/50

TTFT

20/20

Memory

29/30

Quality

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

mlx-community/gemma-3-1…

Reasoning

7/20

Coding

14/20

Instruction

16/20

Structured

14/15

Math

2/15

Multilingual

8/10

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

View qwen2.5-coder-7b-i… details | View mlx-community/gemm… 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