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Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

qwen3:8b

OLLAMA GGUF

qwen3 · 8.2B · Q4_K_M

Good

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

Global Score
76 vs 78
Hardware Fit
45 vs 86
Quality Score
89 vs 74

Hardware

Gemma4-31B:31B qwen3:8b
MachineGMKtec NucBox EVO-T2S
CPUIntel Core™ Ultra X7 358HAMD Ryzen 9 3900X 12-Core Processor
Cores1624
RAM64 GB64 GB
GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 4060 Ti
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Gemma4-31B:31B qwen3:8b
Tokens/sec3.848.5
First chunk3536 ms202 ms
TTFT3.5 s4.3 s
Load time19.6 s4.2 s
Memory usage19.9 GB5.5 GB
Memory %31%9%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

qwen3:8b

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

Quality

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
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