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 — November 13, 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 November 13, 2026
Benchmark score table (1 model)
The one result on this page was reported by the lab that built the model.
| Rank | Model / configuration | Score | Who ran it | Parameters (B) | Open / closed |
|---|---|---|---|---|---|
| 1 | Qwen3.8 MaxAlibabaReported by Alibaba | 77.8% | Reported by Alibaba | Not reported | Open |
- Lab-reported
- Benchmark-run
- Independent
About 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 published results on MobileWorld in the BenchLM catalog.
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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