JamBench - Full-Script Completion (Medium Projects): leaderboard

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 medium code bases (4K to 15K lines), each manually verified playable; all .gd script files are removed and must be rewritten against the kept scenes; direct generation, the model writes every file in one pass; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 8 models tracked.

Top models

#ModelScore
1Claude Opus 4.623
2GLM-523
3GPT-5.420
4Gemini 3.1 Pro (Preview)19
5Qwen 3.5 397B A17B19
6DeepSeek V4 Pro17
7Kimi K2.516
8Qwen 3.5 27B6

Interactive version: theaggregate.ai/benchmark?slug=jambench-full-script-completion-medium-projects · How It Works · Data refreshed daily, snapshot 2026-09-29.