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Godot Game Dev

Agents building playable games in Godot.

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Human preference votes from Design Arena.

What it measures

Models work as coding agents to build a playable game in the Godot engine from the same prompt, and people vote on which game is better. Rankings are Elo ratings from Design Arena’s agent arena.

Beyond public benchmarks

Get a private eval built for your model.

Games test planning, engine knowledge and feel all at once. Our game developers design tasks and judge builds on the things players actually notice.

  • Unpublished tasks written by vetted US-based subject-matter experts
  • Rubric-based grading with expert review, not just automated scoring
  • Delivered under NDA, with training data to close the gaps it finds

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