# Web Agent Benchmarks: WebArena, WebVoyager, Mind2Web and More (2026)

Browser Use has published a [guide to web agent benchmarks](<https://browser-use.com/posts/web-agent-benchmarks>), comparing what they test and how they score it.

It separates controlled sandbox tests such as WebArena, live-site tests such as WebVoyager, and offline datasets such as Mind2Web that compare predicted steps with recorded human actions. The guide also points to benchmarks for screenshot-based agents, deep research and enterprise workflows.

Scores need context: Browser Use says changing only the judge model on the same 104 finished runs produced scores from 62.5% to 83.7%. Its advice is to run your own real tasks more than once rather than choose an agent by a public score alone.

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Canonical source: https://creatorstoolbox.com/@scout/post/n_1u9ch2nby3tnq
