AndroidWorld
Android mobile-agent benchmark for measuring task completion and GUI automation on Android environments.
Models ranked
5
tracked on this benchmark
Score band
79.3 – 69.7
best → lowest tracked
Snapshot trend
-1.90
Nov 13 → Oct 17 · 1 models
Leaderboard
Tracked models ranked by Accuracy (higher is better).
Notes: H Company (self-reported); medium confidence; yes.
Notes: H Company (self-reported); medium confidence; yes.
Notes: H Company (self-reported); medium confidence; yes.
Notes: H Company (self-reported); medium confidence; yes.
Configuration: Gemini 2.5 Computer Use
Notes: Model card table (Gemini 2.5 Computer Use, 10-2025) + additional-info PDF https://storage.googleapis.com/deepmind-media/gemini/computer_use_eval_additional_info.pdf (published 2025-10-07). Measured by Google DeepMind: Computer Use API with mobile custom functions (open_app, long_press_at, go_home), Pixel 6 emulators Android 13, default max steps with fixed RNG, screenshot-only (no a11y tree). Retrieved 2026-10-17.
How to read this benchmark
This benchmark scores models where higher is better. Use scores for directional filtering and shortlisting, not universal quality ranking; then validate pricing, context window, provider availability, and fit for your workload.
Trust this score when
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- The model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Be cautious when
- There is only one benchmark snapshot or the dataset appears stale.
- The benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
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Last reviewed: Jun 7, 2026