Back to leaderboard

qwen2.5-coder:0.5b

OLLAMA GGUF

qwen2 · 494.03M · Q4_K_M

Marginal

Nov 13, 2026 · Intel Core™ i5-4590T

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Aug 22, 2026 · Apple M1 Pro

Global Score
59 vs 69
Hardware Fit
100 vs 85
Quality Score
41 vs 62

Hardware

qwen2.5-coder:0.5b qwen3.5:4b
MachineFUJITSU ESPRIMO Q920MacBook Pro
CPUIntel Core™ i5-4590TApple M1 Pro
Cores410
RAM16 GB16 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterApple M1 Pro
OSMicrosoft Windows 10 Pro 10.0.19045macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced

Performance

qwen2.5-coder:0.5b qwen3.5:4b
Tokens/sec43.736.9
First chunk290 ms474 ms
TTFT290 ms6.9 s
Load time1.4 s2.9 s
Memory usage0.9 GB5.3 GB
Memory %6%33%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3.5:4b

Speed
50/50
TTFT
6/20
Memory
29/30

Quality

qwen2.5-coder:0.5b

Reasoning
7/20
Coding
8/20
Instruction
10/20
Structured
10/15
Math
2/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

qwen3.5:4b

Reasoning
16/20
Coding
1/20
Instruction
14/20
Structured
9/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong

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