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ARC-AGI-3

ARC-AGI-3: A New Challenge for Frontier Agentic Intelligence

An interactive benchmark for studying agentic intelligence through novel, abstract, turn-based environments in which agents must explore, infer goals, build internal models of environment dynamics, and plan effective action sequences without explicit instructions. A 100% score means AI agents can beat every game as efficiently as humans.

Agentic Vision Score Max 100.0% Released Apr 2026
3
Results
3
Models scored
7.80%
Top: GPT-5.6 Sol (Max)
0.80%
Median

Best results

Top primary scores; one row per model.

Frontier over time

Each dot is one model result; the line traces the running best score.
All data points share one date — no trend to plot.

All results

Showing one canonical row per model. Show all configurations
# Model Score Conditions Eval date Source Flags
1 GPT-5.6 Sol (Max) 7.80% 09 Jul 2026 Official leaderboard Primary
2 GPT-5.6 Terra (Max) 0.80% 09 Jul 2026 Official leaderboard Primary
3 GPT-5.6 Luna (Max) 0.20% 09 Jul 2026 Official leaderboard Primary
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