GameCraft-Bench - Functional Visuals: leaderboard
Metric: Functional Visuals score (%): rubric score for functional visuals (visual feedback that reflects game state), on the 140 GameCraft-Bench tasks (15 game families; complete Godot projects built from natural-language game specifications): a project that fails to launch or submits no parsable demonstration trace scores zero; otherwise the verifier replays the agent's mouse and keyboard traces into gameplay video and frames and a GPT-5.5 multimodal judge scores them against hidden rubric items; higher is better. Source: arxiv.org. Saturation forecast: Around 2028. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 (High) | 42.78 |
| 2 | GPT-5.5 (High) | 41.84 |
| 3 | Kimi K2.6 | 33.66 |
| 4 | MiMo-V2.5-Pro | 27.45 |
Interactive version: theaggregate.ai/benchmark?slug=gamecraft-bench-functional-visuals · How It Works · Data refreshed daily, snapshot 2026-09-29.