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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

qwen2.5-coder:1.5b

OLLAMA GGUF

qwen2 · 1.5B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

Global Score
76 vs 68
Hardware Fit
45 vs 100
Quality Score
89 vs 54

Hardware

Gemma4-31B:31B qwen2.5-coder:1.5b
MachineGMKtec NucBox EVO-T2SLENOVO 20U30029MB
CPUIntel Core™ Ultra X7 358HIntel Core™ i5-10210U
Cores168
RAM64 GB15 GB
GPUIntel(R) Arc(TM) B390 GPUCometLake-U GT2 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Pop 24.04 LTS
Archx64x64
Power Modebalancedlow-power

Performance

Gemma4-31B:31B qwen2.5-coder:1.5b
Tokens/sec3.821.8
First chunk3536 ms499 ms
TTFT3.5 s499 ms
Load time19.6 s4.4 s
Memory usage19.9 GB1.5 GB
Memory %31%10%

HW Fit Score Breakdown

Gemma4-31B:31B

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

qwen2.5-coder:1.5b

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

qwen2.5-coder:1.5b

Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor 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