JamBench - Full-Script Completion (Small Projects, Claude Code): leaderboard

JamBench (2026) tests project-level game programming on the Godot engine with real Game Jam projects; outputs are checked deterministically in headless mode, and the board is the percentage of projects that compile and then run for 30 seconds without crashing. In this completion task on small projects (under 4K lines), all .gd script files are removed and must be rewritten against the kept scenes, with the model working inside the Claude Code agent harness; higher is better.

Metric: L3a runtime pass rate (%): share of generated Godot 4 projects that pass file-integrity and headless compilation checks and then run 30 seconds in headless mode without crashing; Task 2 code completion: 100 benchmark projects with small code bases (under 4K lines), each manually verified playable; all .gd script files are removed and must be rewritten against the kept scenes; Claude Code as the agent harness, iterating with the Godot toolchain; higher is better. Source: arxiv.org. Saturation forecast: Around February 2027. 3 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.685#102
2DeepSeek V4 Pro80#188
3Qwen 3.5 397B A17B77#246

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=jambench-full-script-completion-small-projects-claude-code · How It Works · Data refreshed daily, snapshot 2026-11-13.