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qwen2.5-vl:7b

OLLAMA GGUF

qwen2vl · 7.6B · Q4_K_M

Excellent

Nov 8, 2026 · AMD Ryzen 7 8845HS

qwen3.5-9b@q5_k_xl

LM-STUDIO GGUF

qwen35 · 9B · Q5_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
84 vs 73
Hardware Fit
100 vs 47
Quality Score
77 vs 84

Hardware

qwen2.5-vl:7b qwen3.5-9b@q5_k_xl
MachineLENOVO 83DHDocker Container
CPUAMD Ryzen 7 8845HSIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM15 GB15 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Home Single Language 10.0.26300Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen2.5-vl:7b qwen3.5-9b@q5_k_xl
Tokens/sec29.95.6
First chunk89 ms19 ms
TTFT89 ms5.6 s
Load time10.9 s12.5 s
Memory usage4.8 GB0.0 GB
Memory %31%0%

HW Fit Score Breakdown

qwen2.5-vl:7b

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

qwen3.5-9b@q5_k_xl

Speed
10/50
TTFT
7/20
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

qwen3.5-9b@q5_k_xl

Reasoning
15/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate 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