APEX-Agents
Gemini 3.1 Pro on CW134 Aditi 01
Grader rubric
Criteria verdict
States that 2016-24 average customer acquisition cost for Velocity is US$7,742
States that 2016-24 average customer acquisition cost for Syncore is US$7,398
States that 2016-24 average customer acquisition cost for UpSkill is US$6,949
States that 2016-24 average customer acquisition cost for TrainIQ is US$6,455
States that competitor with the highest churn rate (%) in 2024 is UpSkill
States that percentage difference relative to their average between Upskill and TrainIQ is 17.07%
States that percentage difference relative to their average between Upskill and Velocity is 28.21%
States that percentage difference relative to their average between Upskill and Syncore is 45.52%
Prompt excerpt
Task context
For each of the four competitor firms use use our financial dataset for 2016 - 2025 to calculate the average customer acquisition cost (US$) for 2016-24 and identify the competitor with the highest churn rate (%) in 2024 and calculate the percentage difference relative to their average between that competitor with the highest churn rate (%) and each of the remaining competitors. Round all percent final answers to the nearest 0.01%. Round $ amounts to the nearest whole $. Print your answer to me here as a message.
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
Eval publishes runs. Workspace runs agents on files.
Eval publishes task details, available traces, output files, and rubric results.Workspace is Raycaster’s product for running agents on files.