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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

rnj-1:8b

OLLAMA GGUF

gemma3 · 8.3B · Q4_K_M

Excellent

Aug 24, 2026 · Apple M1 Pro

Global Score

79 vs 80

Hardware Fit

92 vs 93

Quality Score

73 vs 74

Hardware

qwen2.5-coder-7b-i… rnj-1:8b

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-7b-i… rnj-1:8b

Tokens/sec22.522.3

First chunk529 ms404 ms

TTFT529 ms404 ms

Load timeN/A3.7 s

Memory usage4.0 GB8.3 GB

Memory %13%52%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

rnj-1:8b

Speed

49/50

TTFT

20/20

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

rnj-1:8b

Reasoning

12/20

Coding

19/20

Instruction

15/20

Structured

5/15

Math

14/15

Multilingual

9/10

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

View qwen2.5-coder-7b-i… details | View rnj-1:8b 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