ClosureBench - L1 Atomic: leaderboard

Metric: Accuracy (%; lenient scoring of one JSON answer per question; L1 atomic queries (one reasoning step, 550 instances); held-out split of 1,300 generated graph questions over graph sizes 4-10, temperature 0; direct mode: answer immediately). Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.

Top models

#ModelScore
1O396.4
2Gemini 2.5 Flash94.5
3Claude Sonnet 489.1
4GPT-4.159.8
5GPT-4.1 Mini58.2
6Qwen 3.5 9B52
7Qwen 3 4B47.8
8Qwen 3.5 2B40.2
9Qwen 2.5 1.5B Instruct35.1

Interactive version: theaggregate.ai/benchmark?slug=closurebench-l1-atomic · How It Works · Data refreshed daily, snapshot 2026-09-26.