ScaleWoB - Tasks Without Return Values: leaderboard
Metric: Success rate (%; programmatic check of the final app state; 74 UI-operation tasks, mean of two runs). Source: arxiv.org. Saturation forecast: Around July 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro (Preview) | 45.27 |
| 2 | MAI-UI-8B | 31.76 |
Interactive version: theaggregate.ai/benchmark?slug=scalewob-tasks-without-return-values · How It Works · Data refreshed daily, snapshot 2026-09-26.