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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

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
76 vs 61
Hardware Fit
45 vs 69
Quality Score
89 vs 58

Hardware

Gemma4-31B:31B qwen3.5:4b
MachineGMKtec NucBox EVO-T2SGigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ Ultra X7 358HIntel Core™ i5-6500
Cores164
RAM64 GB16 GB
GPUIntel(R) Arc(TM) B390 GPUGP104 [GeForce GTX 1070]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Gemma4-31B:31B qwen3.5:4b
Tokens/sec3.835.7
First chunk3536 ms438 ms
TTFT3.5 s5.1 s
Load time19.6 s40.1 s
Memory usage19.9 GB5.5 GB
Memory %31%35%

HW Fit Score Breakdown

Gemma4-31B:31B

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

qwen3.5:4b

Speed
50/50
TTFT
11/20
Memory
8/30

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

qwen3.5:4b

Reasoning
18/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate 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