A mobile GUI agent benchmark for completing Android app workflows and on-device tasks.
BenchLM is tracking AndroidWorld in the local dataset, but exact-source verification records for these rows are still being attached. To avoid a blank benchmark page, BenchLM shows the current tracked rows below as a display-only reference table.
These tracked rows are useful for inspection and spot-checking, but until exact-source attachments are completed they should not be treated as fully verified public benchmark rows.
BenchLM mirrors the published tracked score view for AndroidWorld. GLM-5V-Turbo leads the public snapshot at 75.7% , followed by Claude Opus 4.6 (62.0%) and Kimi K2.5 (43.1%). BenchLM does not use these results to rank models overall.
GLM-5V-Turbo
Z.AI
glm-5v-turbo
Claude Opus 4.6
Anthropic
claude-opus-4-6
Kimi K2.5
Moonshot AI
kimi-k2-5
The published AndroidWorld snapshot is tightly clustered at the top: GLM-5V-Turbo sits at 75.7%, while the third row is only 32.6 points behind. The broader top-10 spread is 32.6 points, so the benchmark still separates strong models even when the leaders cluster.
3 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.
GLM-5V-Turbo currently leads the published AndroidWorld snapshot with a tracked score of 75.7%. BenchLM shows this benchmark for display only and does not use it in overall rankings.
3 AI models are included in BenchLM's mirrored AndroidWorld snapshot, based on the public leaderboard captured on April 16, 2026.
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