APEX-Agents
gpt-5.4-nano on World131_DV_05
Grader rubric
Criteria verdict
States that the total simple average of the average Implementation Costs is $12.5 million
States that 4 technologies have a typical cost higher than the overall average implementation cost
Prompt excerpt
Task context
Can you state the total simple average of the average implementation cost values, across the various technologies? Use the attached implementation cost deck. Also, state how many technologies have a typical cost more than the average calculated above. Give the final monetary values in millions ($ USD) and round final values to 1 decimal place. Print your answer out here.
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.