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gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

orcarouter/Qwen3.8-27B-Uncensored:iq4_xs

OLLAMA GGUF

qwen35 · 27.3B · IQ4_XS

Excellent

Sep 11, 2026 · Intel Core™ i5-10400

Global Score
86 vs 88
Hardware Fit
79 vs 69
Quality Score
89 vs 96

Hardware

gemma4:12b orcarouter/Qwen3.8…
MachineASUSTeK COMPUTER INC. GX10ASUS
CPUCortex-X925Intel Core™ i5-10400
Cores2012
RAM122 GB16 GB
GPUDevice 2e12Todesk Virtual Display Adapter, AskLink Display Adapter (SDR), OrayIddDriver Device, NVIDIA GeForce RTX 3080
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 专业版 10.0.19045
Archarm64x64
Power Modeperformancebalanced

Performance

gemma4:12b orcarouter/Qwen3.8…
Tokens/sec27.539.5
First chunk484 ms220 ms
TTFT484 ms3.2 s
Load time8.2 s13.7 s
Memory usage9.3 GB14.2 GB
Memory %8%89%

HW Fit Score Breakdown

gemma4:12b

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

orcarouter/Qwen3.8-27B-…

Speed
50/50
TTFT
14/20
Memory
5/30

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

orcarouter/Qwen3.8-27B-…

Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
15/15
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