KnotBench - Same Knot (Images): leaderboard

Metric: Accuracy (%) on the 200 A0-I items: whether two rendered diagrams show the same knot; zero-shot with a forced ANSWER line and strict matching, 64K output-token budget, random baseline 50%; higher is better. Source: arxiv.org. Saturation forecast: Around May 2027. 4 models tracked.

Top models

#ModelScore
1Claude Opus 4.7 (Thinking)55
2Claude Opus 4.752.5
3GPT-5 (Thinking)50

Interactive version: theaggregate.ai/benchmark?slug=knotbench-same-knot-images · How It Works · Data refreshed daily, snapshot 2026-10-07.