Back to leaderboard

qwen2.5-vl:7b

OLLAMA GGUF

qwen2vl · 7.6B · Q4_K_M

Excellent

Nov 8, 2026 · AMD Ryzen 7 8845HS

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
84 vs 87
Hardware Fit
100 vs 100
Quality Score
77 vs 82

Hardware

qwen2.5-vl:7b Ling-3.0-tiny-IQ4_…
MachineLENOVO 83DHASUSTeK COMPUTER INC. GL702VMK
CPUAMD Ryzen 7 8845HSIntel Core™ i7-7700HQ
Cores168
RAM15 GB16 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M GraphicsNVIDIA GeForce GTX 1060
OSMicrosoft Windows 11 Home Single Language 10.0.26300Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5-vl:7b Ling-3.0-tiny-IQ4_…
Tokens/sec29.924.7
First chunk89 ms283 ms
TTFT89 ms283 ms
Load time10.9 s45.8 s
Memory usage4.8 GB4.3 GB
Memory %31%27%

HW Fit Score Breakdown

qwen2.5-vl:7b

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

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
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

Ling-3.0-tiny-IQ4_XS:la…

Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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