Browser automationResults published
WebVoyager
End-to-end navigation and task completion on live websites; original release has 643 tasks across 15 sites.
For Browser Use, Browserbase / Stagehand, Firecrawl +4
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Leaderboard / Benchmark directory
Find the right test.
Browse by capability, company fit, or source catalog. Benchmarks with published results open their leaderboard; the rest open their catalog page.
122 research profiles303 Harbor entries47 HF official-filter cards15 Blobfish suites990 company recommendations
Catalog snapshot: 2026-09-15. Exact source matches are joined; versions and ports remain distinct. This includes every entry reviewed in our research, not every dataset on Hugging Face. Catalog inclusion and company fit do not imply a hosted integration or a measured result.
5 benchmarks with results
Browser automationResults published
Online-Mind2Web
300 real-world tasks spanning 136 websites; maintainers update invalid tasks.
For Browser Use, Browserbase / Stagehand, Firecrawl +4
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Browser automationResults published
WebArena
Multi-step commerce, forum, CMS and developer-site workflows in resettable websites.
For Automation Anywhere, Browser Use, Browserbase / Stagehand +6
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CodingResults published
HumanEval
Python function generation with original executable tests.
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CodingResults published
MBPP
Python programming tasks evaluated against source-defined tests.
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