APEX-Agents
gpt-5.4-nano on World112-1_TK_02
Grader rubric
Criteria verdict
States that the difference between the lowest average monthly revenue per batch passed and the highest average monthly revenue per batch passed of all the sites in 2024 is $163,064.81
Prompt excerpt
Task context
Can you do some benchmarking analysis of Impact with its 6 peers for 2024 US operations? Let me know the difference between the lowest average monthly revenue per batch passed and the highest average monthly revenue per batch passed of all the sites. You can allocate the yearly US revenue data from equally across all the respective sites and months to the monthly site operations data. The data in all of the PnLs is in $Ks. Let me know the answer in dollars rounded to the nearest $0.01. Reply to me here with exactly what I asked for.
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.