General and professional work benchmark

METR Time Horizons

Built from RE-Bench, HCAST and shorter novel tasks; current version is Time Horizon 1.1. METR states measurements above 16 hours are unreliable with the current suite and that tasks are cleaner than real work.

METR

At a glance

What the agent must do
Agents attempt software, ML and cybersecurity tasks of known human duration, and the result is the task length at which they succeed half the time.
Size
Not stated in one number by the maintainers
Scoring
50% (and 80%) task completion time horizon, in human expert minutes or hours
How to run it
See the official site

Official sources

Other general and professional work benchmarks

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Benchmarks compare models and agents in general. To test your own agent, see the eval frameworks comparison.

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Reviewed Oct 9, 2026.