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gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp

LM-STUDIO GGUF

qwen35 · 27B

Good

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score
66 vs 78
Hardware Fit
40 vs 56
Quality Score
77 vs 87

Hardware

gemma4:31b qwen3.8-27b-uncens…
MachineASUSTeK COMPUTER INC. GX10System manufacturer
CPUCortex-X925AMD Ryzen 7 5800X 8-Core Processor
Cores2016
RAM122 GB31 GB
GPUDevice 2e12Navi 44 [Radeon RX 9060 XT]
OSUbuntu 24.04.4 LTSUbuntu 26.04.1 LTS
Archarm64x64
Power Modeperformanceperformance

Performance

gemma4:31b qwen3.8-27b-uncens…
Tokens/sec10.77.0
First chunk983 ms19 ms
TTFT20.3 s1.2 s
Load time8.8 sN/A
Memory usage21.4 GB15.6 GB
Memory %18%50%

HW Fit Score Breakdown

gemma4:31b

Speed
10/50
TTFT
0/20
Memory
30/30

qwen3.8-27b-uncensored-…

Speed
11/50
TTFT
20/20
Memory
25/30

Quality

gemma4:31b

Reasoning
14/20
Coding
17/20
Instruction
13/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.8-27b-uncensored-…

Reasoning
17/20
Coding
19/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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