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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

gemma4:latest

OLLAMA GGUF

gemma4 · 8.0B · Q4_K_M

Excellent

Jun 5, 2026 · AMD Ryzen 7 5800H

Global Score

79 vs 89

Hardware Fit

92 vs 83

Quality Score

73 vs 92

Hardware

qwen2.5-coder-7b-i… gemma4:latest

MachineMacBook AirLENOVO 82JQ

CPUApple M4AMD Ryzen 7 5800H

Cores1016

RAM32 GB16 GB

GPUApple M4NVIDIA GeForce RTX 3060 Laptop GPU

OSmacOS 26.3Microsoft Windows 11 家庭版中文版 10.0.26100

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… gemma4:latest

Tokens/sec22.546.3

First chunk529 ms824 ms

TTFT529 ms3.8 s

Load timeN/A21.0 s

Memory usage4.0 GB8.9 GB

Memory %13%56%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

gemma4:latest

Speed

50/50

TTFT

11/20

Memory

22/30

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

gemma4:latest

Reasoning

18/20

Coding

19/20

Instruction

15/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

View qwen2.5-coder-7b-i… details | View gemma4:latest 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