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AI Research
Jul 25, 2026

ARC-AGI Updates Performance Metrics for AI Agents

Jul 25, 2026
AI Summary

ARC-AGI has progressed to its third version, which evaluates AI agents' adaptability in new environments. The latest leaderboard emphasizes the importance of efficiency, showcasing systems that operate under a $10,000 budget.

  • ARC-AGI has transitioned from earlier versions that focused on passive fluid intelligence to a new version that tests adaptability in interactive environments.
  • The performance of AI agents is visualized in a scatter plot that highlights the relationship between cost-per-task and efficiency.
  • Only systems with operational costs below $10,000 are included in the results.
  • Incomplete test outputs are marked as incorrect, and results labeled as 'preview' are unofficial and may not reflect complete testing.
  • The ARC-AGI-2 score is based on partial testing, and cost estimates for some models are provisional pending further testing.
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