agents benchmark
AndroidWorld
AndroidWorld evaluates an agent's ability to operate in real Android GUI environments, completing multi-step tasks by perceiving screen content and executing touch/type actions.
Updated Aug 11, 2026
Models4
Model coverage4
MetricScore
EvidenceB
AndroidWorld Ranking
Higher score ranks better on this benchmark.
| 1 | AC | 85.3% | 100.0% | 4 | C | |
| 2 | AC | 81.0% | 66.7% | 4 | C | |
| 3 | ZA | 75.7% | 33.3% | 4 | C | |
| 4 | AC | 70.3% | 0.0% | 4 | C |
AndroidWorld Score Distribution
A closer view of the leading scores on this benchmark.
AndroidWorld Highlights
The leading models and scores on this benchmark.
What is AndroidWorld?
What AndroidWorld measures and how its scores work.
AndroidWorld evaluates an agent's ability to operate in real Android GUI environments, completing multi-step tasks by perceiving screen content and executing touch/type actions.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- AndroidWorld
- Modality
- multimodal
- Primary category
- agents
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- androidworld|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about AndroidWorld.
Which model scores highest on AndroidWorld?
Qwen3.8 Max is currently ranked first with 85.3%.
What does AndroidWorld measure?
AndroidWorld evaluates an agent's ability to operate in real Android GUI environments, completing multi-step tasks by perceiving screen content and executing touch/type actions.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
4 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.