Raycaster/ Eval

APEX-Agents

gpt-5.4-mini on World131_DV_05

1/2Fail
Domain
Management Consulting
Category
AI Agents for Infrastructure Finance
Harness
dual

Grader rubric

Criteria verdict

  1. States that the total simple average of the average Implementation Costs is $12.5 million

  2. 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

Open full trace

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.