Back to leaderboard

qwen2.5:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Excellent

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

gpt-oss:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
85 vs 81
Hardware Fit
100 vs 59
Quality Score
79 vs 91

Hardware

qwen2.5:7b gpt-oss:20b
MachineMACHENIKE L16PGMKtec NucBox EVO-T2S
CPUIntel Gen Intel® Core™ i9-12900HXIntel Core™ Ultra X7 358H
Cores2416
RAM32 GB64 GB
GPUNVIDIA GeForce RTX 4060 Laptop GPUIntel(R) Arc(TM) B390 GPU
OSMicrosoft Windows 11 专业版 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen2.5:7b gpt-oss:20b
Tokens/sec52.319.1
First chunk50 ms1985 ms
TTFT50 ms11.1 s
Load time2.0 s7.7 s
Memory usage4.4 GB12.9 GB
Memory %14%20%

HW Fit Score Breakdown

qwen2.5:7b

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

gpt-oss:20b

Speed
26/50
TTFT
3/20
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

gpt-oss:20b

Reasoning
18/20
Coding
19/20
Instruction
14/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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