APEX-Agents
gpt-5.4-nano on World224-HS-02
Grader rubric
Criteria verdict
States Net Profit in Year 1 is -$144.61M
States Net Profit in Year 3 is -$44.53M
States Net Profit in Year 5 is $25.19M
States Net Profit Margin in Year 1 is -8.51%
States Net Profit Margin in Year 3 is -1.96%
States Net Profit Margin in Year 5 is 0.75%
Prompt excerpt
Task context
Please create a new scenario within the LBO model to assess the impact on Elastic’s Net Profit, assuming that for all years over the projection period (Year 1 to Year 5), Research and Development expenses margins are 10% higher and General and Administrative expenses margins are 2% higher. In the existing file, add a new tab and show values for "Net Profit" and "Net Profit Margin", across Year 1, Year 3, and Year 5. All monetary results must be displayed in USD millions, rounded to two decimal places, and all percentages must also be rounded to two decimal points.
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.