Back to leaderboard

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

Aug 15, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
89 vs 78
Hardware Fit
88 vs 86
Quality Score
89 vs 74

Hardware

gemma4:12b qwen3:8b
MachineMacBook Pro
CPUApple M2 ProAMD Ryzen 9 3900X 12-Core Processor
Cores1024
RAM16 GB64 GB
GPUApple M2 ProNVIDIA GeForce RTX 4060 Ti
OSmacOS 26.5Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b qwen3:8b
Tokens/sec18.448.5
First chunk758 ms202 ms
TTFT758 ms4.3 s
Load time0.3 s4.2 s
Memory usage7.5 GB5.5 GB
Memory %47%9%

HW Fit Score Breakdown

gemma4:12b

Speed
42/50
TTFT
20/20
Memory
26/30

qwen3:8b

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

Quality

gemma4:12b

Reasoning
17/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen3:8b

Reasoning
16/20
Coding
8/20
Instruction
14/20
Structured
14/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Weak Instruction Following: Adequate 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