Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 6, 2026 · AMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Global Score

76 vs 82

Hardware Fit

45 vs 81

Quality Score

89 vs 82

Hardware

Gemma4-31B:31B qwen3.5:9b

MachineGMKtec NucBox EVO-T2SAZW GTR Pro

CPUIntel Core™ Ultra X7 358HAMD RYZEN AI MAX+ 395 w/ Radeon 8060S

Cores1632

RAM64 GB125 GB

GPUIntel(R) Arc(TM) B390 GPUIntegrated / Apple Silicon

OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 24.04.4 LTS

Archx64x64

Power Modebalancedperformance

Performance

Gemma4-31B:31B qwen3.5:9b

Tokens/sec3.830.8

First chunk3536 ms195 ms

TTFT3.5 s195 ms

Load time19.6 s6.8 s

Memory usage19.9 GB18.8 GB

Memory %31%15%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed

5/50

TTFT

10/20

Memory

30/30

qwen3.5:9b

Speed

31/50

TTFT

20/20

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

qwen3.5:9b

Reasoning

14/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

11/15

Multilingual

10/10

Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

View Gemma4-31B:31B details | View qwen3.5:9b details

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