Mahal Systems

Overview › Benchmark catalog

WebArena

Fits browser agents that act inside internal web apps (shop admin, issue tracker, forum). Borrow the self-hosted site sandbox and the per-task evaluator mix of exact answer, target URL and page-content program checks.

What it asks the agent to do

  • find a product, order or post on a self-hosted site and report the answer
  • change data in an online shop admin panel
  • open, edit or comment on issues and merge requests in GitLab
  • post or reply on a forum
  • look up a route or distance on a map

What to borrow from it

sandbox designgrading designcase templatebaseline

Caveats

Reference answers and evaluators had errors (see WebArena-Verified); the Reddit dump contains real usernames; environments are heavy to host and must be reset between runs.

Details

Workloadsweb browsing, retail, devops, workflow automation
Interactionsingle turn
Environmentbrowser
End state checkedYes
Toolsbrowser actions on self hosted sites, scratchpad, map, wiki
Gradingexact match, programmatic check, state diff
Size812
Datamixed
Personal datapossible
LicenseApache-2.0
Harnessown repo
Statusactive

Links

Situations it helped establish

  • Unanswerable: The data holds no answer, or the tools can't do what was asked.