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qwen2.5-vl:7b

OLLAMA GGUF

qwen2vl · 7.6B · Q4_K_M

Excellent

Nov 8, 2026 · AMD Ryzen 7 8845HS

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

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

Global Score
84 vs 76
Hardware Fit
100 vs 45
Quality Score
77 vs 89

Hardware

qwen2.5-vl:7b Gemma4-31B:31B
MachineLENOVO 83DHGMKtec NucBox EVO-T2S
CPUAMD Ryzen 7 8845HSIntel Core™ Ultra X7 358H
Cores1616
RAM15 GB64 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 Home Single Language 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-vl:7b Gemma4-31B:31B
Tokens/sec29.93.8
First chunk89 ms3536 ms
TTFT89 ms3.5 s
Load time10.9 s19.6 s
Memory usage4.8 GB19.9 GB
Memory %31%31%

HW Fit Score Breakdown

qwen2.5-vl: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-vl:7b

Reasoning
16/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate 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

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