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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

qwen3.6:27b

OLLAMA GGUF

qwen35 · 27.8B · Q4_K_M

Not Rec.

Jun 25, 2026 · Apple M4 Pro

Global Score

79 vs 20

Hardware Fit

92 vs 34

Quality Score

73 vs 14

Hardware

qwen2.5-coder-7b-i… qwen3.6:27b

MachineMacBook AirMac mini

CPUApple M4Apple M4 Pro

Cores1012

RAM32 GB24 GB

GPUApple M4Apple M4 Pro

OSmacOS 26.3macOS 15.6.1

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… qwen3.6:27b

Tokens/sec22.510.6

First chunk529 ms1344 ms

TTFT529 ms30.0 s

Load timeN/A0.2 s

Memory usage4.0 GB18.1 GB

Memory %13%75%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

qwen3.6:27b

Speed

22/50

TTFT

0/20

Memory

12/30

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

qwen3.6:27b

Reasoning

2/20

Coding

1/20

Instruction

2/20

Structured

1/15

Math

2/15

Multilingual

6/10

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

View qwen2.5-coder-7b-i… details | View qwen3.6:27b 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