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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

qwen3.5:35b-a3b

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

Mar 6, 2026 · Apple M4 Pro

Global Score

79 vs 59

Hardware Fit

92 vs 69

Quality Score

73 vs 54

Hardware

qwen2.5-coder-7b-i… qwen3.5:35b-a3b

MachineMacBook AirMacBook Pro

CPUApple M4Apple M4 Pro

Cores1014

RAM32 GB48 GB

GPUApple M4Apple M4 Pro

OSmacOS 26.3macOS 26.3.1

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… qwen3.5:35b-a3b

Tokens/sec22.530.5

First chunk529 ms333 ms

TTFT529 ms30.0 s

Load timeN/A9.8 s

Memory usage4.0 GB25.1 GB

Memory %13%52%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

qwen3.5:35b-a3b

Speed

45/50

TTFT

0/20

Memory

24/30

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

qwen3.5:35b-a3b

Reasoning

18/20

Coding

1/20

Instruction

7/20

Structured

6/15

Math

13/15

Multilingual

9/10

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

View qwen2.5-coder-7b-i… details | View qwen3.5:35b-a3b 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