Back to leaderboard

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

qwen3-coder:30b-a3b-q8_0

OLLAMA GGUF

qwen3moe · 30.5B · Q8_0

Good

Jun 18, 2026 · AMD Ryzen 5 5500U

Global Score
85 vs 78
Hardware Fit
100 vs 54
Quality Score
79 vs 88

Hardware

qwen2.5:7b qwen3-coder:30b-a3…
MachineMACHENIKE L16PHP HP Pavilion Laptop 15-eh1xxx
CPUIntel Gen Intel® Core™ i9-12900HXAMD Ryzen 5 5500U
Cores2412
RAM32 GB63 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUAMD Radeon(TM) Graphics
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 10 Enterprise LTSC 10.0.19044
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b qwen3-coder:30b-a3…
Tokens/sec52.18.0
First chunk41 ms1468 ms
TTFT41 ms1.5 s
Load time2.1 s114.5 s
Memory usage4.4 GB33.5 GB
Memory %14%53%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen3-coder:30b-a3b-q8_0

Speed
11/50
TTFT
19/20
Memory
24/30

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

qwen3-coder:30b-a3b-q8_0

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong 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