multimodal benchmark
OSWorld is a multimodal benchmark with 369 computer tasks involving real web and desktop applications, OS file I/O, and multi-application workflows across Ubuntu, Windows, and macOS.
Updated Sep 5, 2026
Higher score ranks better on this benchmark.
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score78.80% | Percentile100.00% | Participants20 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score76.40% | Percentile94.74% | Participants20 | EvidenceC | Evaluated |
| Rank03 | ModelAN | Score72.70% | Percentile89.47% | Participants20 | EvidenceC | Evaluated |
| Rank04 | ModelAN | Score72.50% | Percentile84.21% | Participants20 | EvidenceC | Evaluated |
| Rank05 | ModelAC | Score66.70% | Percentile78.95% | Participants20 | EvidenceC | Evaluated |
| Rank06 | ModelAN | Score66.30% | Percentile73.68% | Participants20 | EvidenceC | Evaluated |
| Rank07 | ModelZA | Score62.30% | Percentile68.42% | Participants20 | EvidenceC | Evaluated |
| Rank08 | ModelAN | Score61.40% | Percentile63.16% | Participants20 | EvidenceC | Evaluated |
| Rank09 | ModelAN | Score50.70% | Percentile57.89% | Participants20 | EvidenceC | Evaluated |
| Rank10 | ModelAC | Score41.00% | Percentile52.63% | Participants20 | EvidenceC | Evaluated |
| Rank11 | ModelAC | Score38.10% | Percentile47.37% | Participants20 | EvidenceC | Evaluated |
| Rank12 | ModelAC | Score33.90% | Percentile42.11% | Participants20 | EvidenceC | Evaluated |
| Rank13 | ModelAC | Score33.90% | Percentile36.84% | Participants20 | EvidenceC | Evaluated |
| Rank14 | ModelAC | Score32.60% | Percentile31.58% | Participants20 | EvidenceC | Evaluated |
| Rank15 | ModelAC | Score31.40% | Percentile26.32% | Participants20 | EvidenceC | Evaluated |
| Rank16 | ModelAC | Score30.60% | Percentile21.05% | Participants20 | EvidenceC | Evaluated |
| Rank17 | ModelAC | Score30.30% | Percentile15.79% | Participants20 | EvidenceC | Evaluated |
| Rank18 | ModelAC | Score26.20% | Percentile10.53% | Participants20 | EvidenceC | Evaluated |
| Rank19 | ModelAC | Score8.83% | Percentile5.26% | Participants20 | EvidenceC | Evaluated |
| Rank20 | ModelAC | Score5.92% | Percentile0.00% | Participants20 | EvidenceC | Evaluated |
The leading models and scores on this benchmark.
A closer view of the leading scores on this benchmark.
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What OSWorld measures and how its scores work.
OSWorld is a scalable real computer environment for multimodal agents that supports task setup, execution-based evaluation, and interactive learning across Ubuntu, Windows, and macOS.
It uses the Score metric, reported as a ratio, for tasks involving real web and desktop applications, OS file I/O, and multi-application workflows.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
Common questions about OSWorld.
Seed 2.1 Pro is currently ranked first with 78.80%.
The current leaders are Seed 2.1 Pro (78.80%), Seed 2.1 Turbo (76.40%), and Claude Opus 4.6 (72.70%).
Claude Haiku 4.5 has the lowest matched official input price at $1.0 input / $5.0 output per 1M tokens.
The fastest matched records are Claude Opus 4.6 (123.15 tok/s via Anthropic), Claude Haiku 4.5 (100.00 tok/s via Vertex AI), and Claude Opus 4.5 (42.00 tok/s via Anthropic).
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.
It uses the Score metric, reported as a ratio, for tasks involving real web and desktop applications, OS file I/O, and multi-application workflows.
Yes. Higher values rank better for this benchmark.
20 model results are currently shown.
No. This benchmark is shown for reference but does not contribute to the overall score.
Ranking basisThis osworld AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
Selection summary
Seed 2.1 Pro currently leads OSWorld with 78.80%. 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.