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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Good

Aug 24, 2026 · Intel Core™ Ultra X7 358H

Global Score

79 vs 78

Hardware Fit

92 vs 59

Quality Score

73 vs 86

Hardware

qwen2.5-coder-7b-i… GPT-20B:20b

MachineMacBook AirGMKtec NucBox EVO-T2S

CPUApple M4Intel Core™ Ultra X7 358H

Cores1016

RAM32 GB64 GB

GPUApple M4Intel(R) Arc(TM) B390 GPU

OSmacOS 26.3Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… GPT-20B:20b

Tokens/sec22.519.6

First chunk529 ms2068 ms

TTFT529 ms9.9 s

Load timeN/A12.8 s

Memory usage4.0 GB12.9 GB

Memory %13%20%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

GPT-20B:20b

Speed

26/50

TTFT

3/20

Memory

30/30

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

GPT-20B:20b

Reasoning

18/20

Coding

18/20

Instruction

11/20

Structured

14/15

Math

15/15

Multilingual

10/10

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

View qwen2.5-coder-7b-i… details | View GPT-20B:20b 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