APEX-Agents
GPT-5.4 on world130_HO_08
Grader rubric
Criteria verdict
States the updated annual productivity loss is $50,494,000
States the average fully-loaded hourly wage used to calculate the annual productivity loss is $28.90
Prompt excerpt
Task context
The client sent us employee wage data (attached), so we need to update our assumptions in the financial analysis section of the survey analysis report to display the updated annual productivity loss figures (in 000s). Find the average hourly salary of employee roles and use that to update the annual productivity loss estimate (rounded to 1 decimal place). Assume average hourly wages in the data are fully-loaded costs. Assume the following activities are non-productive: manual data entry, searching for data, and fixing errors. Report final answers here, written out in a short message.
Response trace
Agent response, tools, files, and edits
On a phone, the interactive viewer works best full-screen — pick the narrative report or the files & trajectory workspace.
Why Eval exists · why Workspace exists
Public evidence and cloud agents are the same harness.
Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.