cua-speedrun is a public, standardized stack for measuring computer-use agent speed, cost and success. Results remain author-reported, but the open infrastructure supports a one-day bounded reproduction.
Next stepWithin one day, rerun 20 representative tasks with the public harness and check success, wall time and cost per task.