AndroidWorld
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Android mobile-agent benchmark for measuring task completion and GUI automation on Android environments.Compare model scores alongside pricing, API availability, and release date — high benchmark score alone doesn't make a model the right pick.
How to read this benchmark
This benchmark uses a scoring system where higher is better. Scores are useful for directional filtering and model shortlisting, not for universal quality ranking.
Interpretation checklist: prefer benchmarks that are closest to your workload style, then validate against the linked model pages for pricing, context window, and provider availability.
Trust when:
- There is a fresh timestamped snapshot (or multiple snapshots) for this benchmark.
- Model list covers the same version family you can actually deploy today.
- Top candidates overlap with your required routing and feature requirements.
Don't trust when:
- There is only one benchmark snapshot or the dataset appears stale.
- Benchmark metric direction is opposite of your decision objective.
- The score difference between options is narrow and likely within implementation variance.
Current modeled score band for tracked entries is roughly 79.3 – 71.0.
Window
Nov 13 to Jun 1
last 3 snapshots
Mean delta
+2.17
score points
Coverage
3
models in latest snapshot
Leaderboard preview (top 5)
- 1. Holo3.1-35B-A3B79.3
- 2. Holo2-30B-A3B71.6
- 3. Holo3.1-4B71.0
- 4. Holo3.1-9B71.0