Back to leaderboard

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Mar 4, 2026 · Intel Gen Intel® Core™ i7-12700K

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
80 vs 86
Hardware Fit
60 vs 79
Quality Score
88 vs 89

Hardware

qwen3-coder:30b gemma4:12b
MachineASUSASUSTeK COMPUTER INC. GX10
CPUIntel Gen Intel® Core™ i7-12700KCortex-X925
Cores2020
RAM96 GB122 GB
GPUParsec Virtual Display Adapter, NVIDIA GeForce RTX 2060Device 2e12
OSMicrosoft Windows 11 Enterprise 10.0.26200Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-coder:30b gemma4:12b
Tokens/sec14.727.5
First chunk796 ms484 ms
TTFT796 ms484 ms
Load time0.2 s8.2 s
Memory usage17.9 GB9.3 GB
Memory %19%8%

HW Fit Score Breakdown

qwen3-coder:30b

Speed
14/50
TTFT
19/20
Memory
27/30

gemma4:12b

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

Quality

qwen3-coder:30b

Reasoning
17/20
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: Adequate 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