AndroidDaily - Execution and Operations: leaderboard
Metric: Task success rate (%) on execution and operation tasks, 350 tasks in 94 real closed-source Android apps, end-to-end sessions judged by the GRADE evaluator (Gemini 3 Pro backbone, 87.37 percent agreement with human review) against three-tier task guidelines; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 64.1 |
| 2 | Gemini 3 Flash | 59 |
| 3 | Seed 2.0 Pro | 43.6 |
| 4 | Seed 1.8 | 43.6 |
| 5 | GLM-4.6V | 38.5 |
| 6 | MAI-UI-8B | 7.7 |
Interactive version: theaggregate.ai/benchmark?slug=androiddaily-execution-and-operations · How It Works · Data refreshed daily, snapshot 2026-10-07.