A general abstract-reasoning benchmark designed to evaluate adaptive problem solving and machine intelligence.
Browse the latest scores, model modes, release dates, and parameter sizes for ARC-AGI-3.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
| Rank | Model | License | |||
|---|---|---|---|---|---|
 GPT-5.6 Terra Thinking Level · Max | 0.8 | 2026-06-26 | Unknown | Closed | |
GPT-5.6 Luna Thinking Level · Max | 0.2 | 2026-06-26 | Unknown | Closed | |
 Claude Opus 4.6 Thinking Level · Max | 0.0045 | 2026-02-05 | Unknown | Closed | |
4 | GPT-5.5 Thinking Level · High | 0.0043 | 2026-04-23 | Unknown | Closed |
5 |  Gemini 3.1 Pro Preview Thinking Level · High | 0.004 | 2026-02-20 | Unknown | Closed |
6 | GPT-5.4 Thinking Level · High | 0.002 | 2026-03-05 | Unknown | Closed |
7 | Opus 4.7 Thinking Level · High | 0.0018 | 2026-04-16 | Unknown | Closed |
8 |  Grok 4.20 Thinking Enabled | 0.001 | 2026-03-09 | Unknown | Closed |
