A mobile GUI agent benchmark for completing Android app workflows and on-device tasks.
BenchLM mirrors the published score view for AndroidWorld. Qwen3.7 Plus leads the public snapshot at 81.0% , followed by Holo3.1-35B-A3B (79.3%) and Holo3.1-4B (71.0%). BenchLM does not use these results to rank models overall.
Qwen3.7 Plus
Alibaba
Holo3.1-35B-A3B
H Company
Holo3.1-4B
H Company
The published AndroidWorld snapshot is tightly clustered at the top: Qwen3.7 Plus sits at 81.0%, while the third row is only 10.0 points behind. The broader top-10 spread is 10.7 points, so the benchmark still separates strong models even when the leaders cluster.
5 models have been evaluated on AndroidWorld. The benchmark falls in the Agentic category. This category carries a 22% weight in BenchLM.ai's overall scoring system. AndroidWorld is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
Year
2026
Tasks
Android app workflows
Format
Interactive mobile-agent evaluation
Difficulty
Complex mobile task completion
BenchLM tracks AndroidWorld as a display-only benchmark reference when providers publish exact values alongside broader GUI-agent summaries.
Version
AndroidWorld 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
A mobile GUI agent benchmark for completing Android app workflows and on-device tasks.
Qwen3.7 Plus by Alibaba currently leads with a score of 81.0% on AndroidWorld.
5 AI models have been evaluated on AndroidWorld on BenchLM.
For engineers, researchers, and the plain curious — a weekly brief on new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.