ARC-AGI-2

Puzzle-style tests of abstract reasoning and pattern-finding — the kind of thing people find easy but AIs often struggle with. Higher is better.

GPT-6 Astra by OpenAI holds the best ARC-AGI-2 result among tracked models, at 95% (released Sep 3 2026). Higher scores are better on this benchmark.

1. GPT-6 Astra (OpenAI) — 95%; 2. GPT-6.1 Sol (OpenAI) — 94.17%; 3. GPT-5.6 Sol (OpenAI) — 92.5%; 4. Claude Opus 5.5 (Anthropic) — 91.7%; 5. Gemini 4 Argon (Google) — 91.25%.

41 tracked models have a published ARC-AGI-2 score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

DeepSeek-V4-Flash-0731 by DeepSeek is the highest-ranked model with downloadable weights on ARC-AGI-2, scoring 61.4% at rank 23 overall.