Online-Mind2Web
A live web-agent benchmark of 300 realistic tasks across 136 real websites that measures whether an autonomous agent can complete end-to-end web tasks on dynamic, online pages, scored as task success rate.
What this benchmark measures
A live web-agent benchmark of 300 realistic tasks across 136 real websites that measures whether an autonomous agent can complete end-to-end web tasks on dynamic, online pages, scored as task success rate.
Rows on this page are sourced from public benchmark artifacts, leaderboard exports, or source-linked model reports. Each row keeps benchmark version, source model name, and available run details attached to the score.
The metric shown here is Task success rate. It should be interpreted within Online-Mind2Web, not compared as part of a site-wide ranking.
Frequently asked
What is Online-Mind2Web?
A live web-agent benchmark of 300 realistic tasks across 136 real websites that measures whether an autonomous agent can complete end-to-end web tasks on dynamic, online pages, scored as task success rate. It is a agents benchmark measured by Task success rate.
What does Task success rate mean on Online-Mind2Web?
Online-Mind2Web reports Task success rate (%); higher is better. Scores are shown only within Online-Mind2Web and are never averaged with other benchmarks.
What is the top reported Online-Mind2Web score?
GPT-5.4 has the top reported score on Online-Mind2Web: 92.8% (Task success rate).
Why do Online-Mind2Web scores differ across runs?
Harness, scaffold, reasoning effort, and prompt setup change results, so two runs of the same model can differ. evals.report keeps each score with its run context so the differences stay visible.
Does evals.report rank models across benchmarks?
No. Online-Mind2Web scores are shown within their own metric; evals.report never combines benchmarks into a composite ranking or a single "best model".