MobileWorld
We show this table for reference; we do not rank on it.
A mobile-use agent benchmark for completing interactive tasks in smartphone environments.
Benchmark score on MobileWorld — September 27, 2026
We compile the MobileWorld rows from provider self-reports. Qwen3.8 Max leads the table at 77.8%. We do not use these results to rank models overall.
1 modelAgenticCurrentDisplay onlyUpdated September 27, 2026
Benchmark score table (1 model)
ScoreAbout MobileWorld
Year
2026
Tasks
Interactive mobile-device workflows
Format
Mobile agent task score
Difficulty
Long-horizon mobile computer use
Qwen reports MobileWorld in its visual-agent comparison table. We keep the provider-run result display-only while the public protocol and cross-provider harness coverage remain sparse.
Freshness and provenance
Version
MobileWorld 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.
Questions
What does MobileWorld measure?
A mobile-use agent benchmark for completing interactive tasks in smartphone environments.
Which model scores highest on MobileWorld?
Qwen3.8 Max by Alibaba currently leads with a score of 77.8% on MobileWorld.
How many models are evaluated on MobileWorld?
1 AI models have been evaluated on MobileWorld on BenchLM.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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