Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · AMD Ryzen 5 5500U

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
82 vs 86
Hardware Fit
71 vs 79
Quality Score
87 vs 89

Hardware

qwen3-coder:30b gemma4:12b
MachineHP HP Pavilion Laptop 15-eh1xxxASUSTeK COMPUTER INC. GX10
CPUAMD Ryzen 5 5500UCortex-X925
Cores1220
RAM63 GB122 GB
GPUAMD Radeon(TM) GraphicsDevice 2e12
OSMicrosoft Windows 10 Enterprise LTSC 10.0.19044Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-coder:30b gemma4:12b
Tokens/sec14.327.5
First chunk869 ms484 ms
TTFT869 ms484 ms
Load time0.3 s8.2 s
Memory usage20.5 GB9.3 GB
Memory %32%8%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
22/50
TTFT
20/20
Memory
29/30

gemma4:12b

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

Quality

qwen3-coder:30b

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:12b

Reasoning
17/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
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