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

LM-STUDIO MLX

qwen2 · 7B · 4bit

Good

Mar 3, 2026 · Apple M4

deepseek-coder-1.3b-instruct

LM-STUDIO GGUF

llama · 1.3B · Q8_0

Not Rec.

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score

79 vs 30

Hardware Fit

92 vs 66

Quality Score

73 vs 14

Hardware

qwen2.5-coder-7b-i… deepseek-coder-1.3…

MachineMacBook AirLENOVO 20BUS00700

CPUApple M4Intel Core™ i5-5300U

Cores104

RAM32 GB16 GB

GPUApple M4Intel(R) HD Graphics 5500

OSmacOS 26.3Microsoft Windows 10 Professionnel 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

qwen2.5-coder-7b-i… deepseek-coder-1.3…

Tokens/sec22.57.1

First chunk529 ms3448 ms

TTFT529 ms3.4 s

Load timeN/AN/A

Memory usage4.0 GB1.3 GB

Memory %13%9%

HW Fit Score Breakdown

qwen2.5-coder-7b-instru…

Speed

44/50

TTFT

20/20

Memory

28/30

deepseek-coder-1.3b-ins…

Speed

24/50

TTFT

15/20

Memory

27/30

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

deepseek-coder-1.3b-ins…

Reasoning

0/20

Coding

3/20

Instruction

3/20

Structured

6/15

Math

0/15

Multilingual

2/10

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

View qwen2.5-coder-7b-i… details | View deepseek-coder-1.3… 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