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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-coder:30b-a3b-q4_K_M

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 18, 2026 · Intel Core™ Ultra 9 285HX

Global Score
76 vs 91
Hardware Fit
45 vs 100
Quality Score
89 vs 87

Hardware

Gemma4-31B:31B qwen3-coder:30b-a3…
MachineGMKtec NucBox EVO-T2SMicro-Star International Co., Ltd. Titan 18 HX AI A2XWJG
CPUIntel Core™ Ultra X7 358HIntel Core™ Ultra 9 285HX
Cores1624
RAM64 GB63 GB
GPUIntel(R) Arc(TM) B390 GPUIntel(R) Graphics, NVIDIA GeForce RTX 5090 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26200Microsoft Windows 11 Home Single Language 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

Gemma4-31B:31B qwen3-coder:30b-a3…
Tokens/sec3.8175.3
First chunk3536 ms224 ms
TTFT3.5 s224 ms
Load time19.6 s6.1 s
Memory usage19.9 GB18.7 GB
Memory %31%30%

HW Fit Score Breakdown

Gemma4-31B:31B

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

qwen3-coder:30b-a3b-q4_…

Speed
50/50
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-coder:30b-a3b-q4_…

Reasoning
16/20
Coding
19/20
Instruction
16/20
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