Which AI models write working Godot 4 code

Each model wrote GDScript for the same 15 Godot 4 tasks, and every script was run headless on Godot 4.7.2 and judged by what Godot printed. Tasks passed counts the tasks that passed on the first try or after one fix with Godot's output; first try counts those that needed no fix.

ModelMakerRun onTasks passedFirst tryCost of the run
Claude Opus 5.5Anthropic15 of 1515–
Claude Sonnet 5.5Anthropic15 of 1515–
GPT-6.1 SolOpenAI15 of 1515–
Claude Haiku 4.5Anthropic14 of 1511–

4 models, the newest run of each, every one made as a coding agent in Claude Code or Codex. Cost is shown where the run recorded what the provider charged.

Download the results (CSV) How the tasks are run and judged