Back to leaderboard

qwen2.5-coder:0.5b

OLLAMA GGUF

qwen2 · 494.03M · Q4_K_M

Marginal

Nov 13, 2026 · Intel Core™ i5-4590T

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
59 vs 83
Hardware Fit
100 vs 60
Quality Score
41 vs 93

Hardware

qwen2.5-coder:0.5b gemma4:31b
MachineFUJITSU ESPRIMO Q920ASUSTeK COMPUTER INC. GX10
CPUIntel Core™ i5-4590TCortex-X925
Cores420
RAM16 GB122 GB
GPUIntel(R) HD Graphics 4600, Microsoft Remote Display AdapterDevice 2e12
OSMicrosoft Windows 10 Pro 10.0.19045Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen2.5-coder:0.5b gemma4:31b
Tokens/sec43.710.9
First chunk290 ms681 ms
TTFT290 ms681 ms
Load time1.4 s16.6 s
Memory usage0.9 GB21.4 GB
Memory %6%18%

HW Fit Score Breakdown

qwen2.5-coder:0.5b

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

gemma4:31b

Speed
10/50
TTFT
20/20
Memory
30/30

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

gemma4:31b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong 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