qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 873.44M · Q8_0

Good

Mar 5, 2026 · Apple M1 Max

Global Score

79 vs 62

Hardware Fit

95 vs 100

Quality Score

72 vs 46

Hardware

qwen2.5-coder:7b qwen3.5:0.8b

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Max

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M1 Max

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder:7b qwen3.5:0.8b

Tokens/sec22.167.6

First chunkN/A209 ms

TTFT285 ms209 ms

Load time0.8 s1.9 s

Memory usage7.6 GB2.6 GB

Memory %24%8%

HW Fit Score Breakdown

qwen2.5-coder:7b

Speed

35/50

TTFT

30/20

Memory

30/30

qwen3.5:0.8b

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

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

qwen3.5:0.8b

Reasoning

9/20

Coding

4/20

Instruction

11/20

Structured

13/15

Math

3/15

Multilingual

6/10

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

View qwen2.5-coder:7b details | View qwen3.5:0.8b 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