APEX-Agents
gpt-5.4-nano on World 129_CY_Task 2
Grader rubric
Criteria verdict
States that the percentage change of Customer Segmentation expected revenue relative to Configuration A expected revenue for SMB is 51.82%
States that the percentage change of Customer Segmentation expected revenue relative to Configuration A expected revenue for Mid-Market is -49.17%
States that the percentage change of Customer Segmentation expected revenue relative to Configuration A expected revenue for Enterprise is -91.40%
Prompt excerpt
Task context
Refer to the latest (v1.0) customer segmentation data and the final pricing model. Calculate the % change of Customer Segmentation expected revenue (use target customers and average ARR for the pricing) relative to Configuration A expected revenue (use target customers and effective pricing) for each segment. Account for churn in both scenarios based on each scenario's respective data source. Reply with your results here, with final numbers rounded to the nearest 0.01%.
Response trace
Agent response, tools, files, and edits
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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.