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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

qwen3.8:latest

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Good

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

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

Hardware

gemma4:12b qwen3.8:latest
MachineASUSTeK COMPUTER INC. GX10System manufacturer
CPUCortex-X925AMD Ryzen 9 5950X 16-Core Processor
Cores2032
RAM122 GB32 GB
GPUDevice 2e12NVIDIA GeForce RTX 3090
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26300
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b qwen3.8:latest
Tokens/sec27.510.0
First chunk484 ms1041 ms
TTFT484 ms14.3 s
Load time8.2 s22.3 s
Memory usage9.3 GB26.2 GB
Memory %8%82%

HW Fit Score Breakdown

gemma4:12b

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

qwen3.8:latest

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

Quality

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

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