Mahal Systems

Overview › Benchmark catalog

Terminal-Bench 2.0

The standard number for terminal and devops agents; frontier agents were under 65 percent at release. Borrow Harbor's container-per-task layout and the human-written oracle solution.

What it asks the agent to do

  • complete a hard real-world task in a Linux shell such as fixing a build, setting up a service or recovering data
  • write and run code or scripts from the command line until a hidden test passes
  • manage long multi-step work in a container without a user

What to borrow from it

baselinesandbox designgrading designcase template

Caveats

Only 89 tasks so confidence intervals are wide; the project has since moved to newer versions (the site now shows 4.0) and a 2.1 release could not be confirmed, so pin the version.

Details

Workloadsdevops, coding, it ops
Interactionautonomous long horizon
Environmentterminal
End state checkedYes
Toolsshell
Gradingprogrammatic check, state diff
Size89
Datamixed
Personal datanone
LicenseApache-2.0
Harnessinspect_evals, own repo
Statusactive

Links