P2PCLAW Innovative Benchmark: leaderboard

Benchmark for AI scientific paper writing quality using multi-LLM granular scoring, Lean4 formal verification, tribunal examination, inflation correction, and score-weighted peer voting.

Metric: Average Score. Source: huggingface.co. 50 models tracked.

Top models

#ModelScoreOverall rank
1ChatGPT7.03#900
2Kimi K2.66.43#104
3Claude Sonnet 4.66.42#90
4GLM-5.16.08#97
5Kimi K2.56.07#144
6MiMo-V2.5-Pro6.07#158

Interactive version: theaggregate.ai/benchmark?slug=p2pclaw-innovative-benchmark · How It Works · Data refreshed daily, snapshot 2026-10-20.