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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

qwen2.5vl:3b

OLLAMA GGUF

qwen25vl · 3.8B · Q4_K_M

Good

Oct 31, 2026 · Intel Gen Intel® Core™ i9-12900H

Global Score
85 vs 77
Hardware Fit
100 vs 100
Quality Score
79 vs 67

Hardware

qwen2.5:7b qwen2.5vl:3b
MachineMACHENIKE L16PMicro-Star International Co., Ltd. Stealth GS77 12UH
CPUIntel Gen Intel® Core™ i9-12900HXIntel Gen Intel® Core™ i9-12900H
Cores2420
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUIntel(R) Iris(R) Xe Graphics, NVIDIA GeForce RTX 3080 Laptop GPU
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b qwen2.5vl:3b
Tokens/sec52.4106.5
First chunk48 ms68 ms
TTFT48 ms68 ms
Load time2.0 s17.8 s
Memory usage4.4 GB2.8 GB
Memory %14%9%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen2.5vl:3b

Speed
50/50
TTFT
20/20
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

qwen2.5vl:3b

Reasoning
11/20
Coding
15/20
Instruction
12/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View qwen2.5:7b details | View qwen2.5vl:3b 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