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qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

Nov 3, 2026 · Intel Gen Intel® Core™ i9-12900HX

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

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

Global Score
85 vs 76
Hardware Fit
100 vs 45
Quality Score
79 vs 89

Hardware

qwen2.5:7b Gemma4-31B:31B
MachineMACHENIKE L16PGMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i9-12900HXIntel Core™ Ultra X7 358H
Cores2416
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b Gemma4-31B:31B
Tokens/sec52.13.8
First chunk41 ms3536 ms
TTFT41 ms3.5 s
Load time2.1 s19.6 s
Memory usage4.4 GB19.9 GB
Memory %14%31%

HW Fit Score Breakdown

qwen2.5:7b

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

Gemma4-31B:31B

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

Quality

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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
View qwen2.5:7b details | View Gemma4-31B:31B 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