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
| # | Model | Score |
|---|---|---|
| 1 | Kimi K2.6 | 6.43 |
| 2 | Claude Sonnet 4.6 | 6.42 |
| 3 | GLM-5.1 | 6.08 |
| 4 | Kimi K2.5 | 6.07 |
| 5 | MiMo-V2.5-Pro | 6.07 |
Interactive version: theaggregate.ai/benchmark?slug=p2pclaw-innovative-benchmark · How the rankings work · Data refreshed daily, snapshot 2026-07-22.