JamBench - Full-Script Completion (Small 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 small code bases (under 4K 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 December 2026. 8 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)77
2Claude Opus 4.677
3GPT-5.475
4Kimi K2.574
5DeepSeek V4 Pro72
6Qwen 3.5 397B A17B71
7GLM-570
8Qwen 3.5 27B62

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