JamBench - Script Completion (Large 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 large code bases (over 15K lines), each manually verified playable; 30 to 50% of the .gd script files are removed and must be rewritten; direct generation, the model writes every file in one pass; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 8 models tracked.

Top models

#ModelScore
1Claude Opus 4.616
2GLM-514
3Gemini 3.1 Pro (Preview)13
4Qwen 3.5 397B A17B13
5Kimi K2.512
6GPT-5.411
7DeepSeek V4 Pro9
8Qwen 3.5 27B2

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