multimodal benchmark
OSWorld Screenshot-only Leaderboard
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
OSWorld Screenshot-only Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAN | Score14.9% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
OSWorld Screenshot-only Highlights
The leading models and scores on this benchmark.
The Top AI Models for OSWorld Screenshot-only
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis osworld screenshot-only AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01ANClaude 3.5 SonnetAnthropic
- Score
- 14.9%
- Speed
- Up to 101 tok/s via Bedrock
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures OSWorld Screenshot-only, not total model capability
Selection summary
Best AI Models for OSWorld Screenshot-only
Claude 3.5 Sonnet currently leads OSWorld Screenshot-only with 14.9%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is OSWorld Screenshot-only?
What OSWorld Screenshot-only measures and how its scores work.
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- OSWorld Screenshot-only
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- osworld-screenshot-only|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about OSWorld Screenshot-only.
Which model scores highest on OSWorld Screenshot-only?
Claude 3.5 Sonnet is currently ranked first with 14.9%.
What does OSWorld Screenshot-only measure?
OSWorld Screenshot-only: A variant of the OSWorld benchmark that evaluates multimodal AI agents using only screenshot observations to complete open-ended computer tasks across real operating systems (Ubuntu, Windows, macOS). Tests agents' ability to perform complex workflows involving web apps, desktop applications, file I/O, and multi-application tasks through visual interface understanding and GUI grounding.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.