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The ARC-AGI Toolkit is an open-source Python SDK for ARC-AGI-3 environments, geared towards researchers looking to make progress on ARC-AGI-3. The Toolkit enables:
  • Local development — Run your agents locally without needing the API, built on top of the ARC-AGI-3 game engine
  • Customization — Edit existing games and create new ones
  • Flexibility — Interact with environments locally or via API

QuickStart

1. Install the Toolkit

2. Set your API key (optional)

If no key is provided, an anonymous key will be used. See API Keys for more details.

3. Play a game

Next Steps

Changelog

[0.9.3] - 2026-03-09

Added

  • OperationMode.COMPETITION method, see Documentation
  • Official Scoring
    • Average for an individual games is now weighted by the level index (1 indxed)
    • Score for an individual level is now squared. A score of 0.5 now becomes 0.25

Fixed

  • Continued fixes for 404 Scorecard not found

[0.9.2] - 2026-02-26

Added

Fixed

  • 404 Scorecard not found about 50% of the time when in ONLINE mode
  • Game source being downloaded even if local copy already exists

[0.9.1] - 2026-01-29

Initial Release