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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 4, 2026 · Apple M2 Pro

qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

Global Score
89 vs 68
Hardware Fit
88 vs 22
Quality Score
89 vs 88

Hardware

gemma4:12b qwen3.8:latest
MachineMacBook ProSystem manufacturer
CPUApple M2 ProAMD Ryzen 9 5950X 16-Core Processor
Cores1032
RAM16 GB32 GB
GPUApple M2 ProNVIDIA GeForce RTX 3090
OSmacOS 26.5Microsoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modebalancedbalanced

Performance

gemma4:12b qwen3.8:latest
Tokens/sec18.410.0
First chunk758 ms1041 ms
TTFT758 ms14.3 s
Load time0.3 s22.3 s
Memory usage7.5 GB26.2 GB
Memory %47%82%

HW Fit Score Breakdown

gemma4:12b

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

qwen3.8:latest

Speed
12/50
TTFT
1/20
Memory
9/30

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

qwen3.8:latest

Reasoning
19/20
Coding
19/20
Instruction
10/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong 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