Mahal Systems

Overview › Benchmark catalog

OSWorld 2.0

Fits long-running desktop agents; the successor to OSWorld-Verified with headroom. Borrow binary completion plus partial-credit scoring and the safety-sensitive action audit.

What it asks the agent to do

  • finish an hours-long professional workflow across several desktop apps
  • reason over input files and a stateful user profile
  • keep going through streaming or changing environments

What to borrow from it

baselinecase templategrading design

Caveats

Very expensive (about 318 tool calls per task); task data gated on Hugging Face; best score 20.6 percent binary; v2.1 is recommended over 2.0.

Details

Workloadscomputer use, documents, data analysis, workflow automation
Interactionautonomous long horizon
Environmentdesktop
End state checkedYes
ToolsUbuntu VM, desktop apps, files, up to 500 steps
Gradingstate diff, programmatic check
Size108
Datamixed
Personal datanone
LicenseApache-2.0
Harnessown repo
Statusactive

Links