Back to leaderboard

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

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

Hardware

qwen2.5:7b qwen2.5:7b
MachineMACHENIKE L16PMACHENIKE L16P
CPUIntel Gen Intel® Core™ i9-12900HXIntel Gen Intel® Core™ i9-12900HX
Cores2424
RAM32 GB32 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUNVIDIA GeForce RTX 4060 Laptop GPU
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 专业版 10.0.26300
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b qwen2.5:7b
Tokens/sec52.452.1
First chunk48 ms41 ms
TTFT48 ms41 ms
Load time2.0 s2.1 s
Memory usage4.4 GB4.4 GB
Memory %14%14%

HW Fit Score Breakdown

qwen2.5:7b

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

qwen2.5:7b

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

qwen2.5:7b

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

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