APEX-Agents
gpt-5.4-mini on World 127_AH_Task 2
Grader rubric
Criteria verdict
States that the value for Advanced power electronics engineering is 16.29%
States that the value for Thermal management expertise is 3.71%
States that the value for High-precision manufacturing is 11.57%
States that the value for Software & controls development is 10.51%
States that the value for System integration / co-design capability is 15.62%
States that the value for Cost competitiveness is 6.46%
States that the value for Quality & reliability engineering is 16.69%
States that the value for Global manufacturing + delivery footprint is 19.16%
Prompt excerpt
Task context
You are analyzing the results from the customer survey. The survey asked what Helios' top 3 capabilities are. The initial results came back incomplete, and there are now additional responses available to analyze (attached). Your goal is to calculate what percentage of all total responses each capability received. Only calculate these values for respondents who responded "Slightly Important" or "Not Important" for question 2. You may also utilize the survey questions file for reference. Round final answers to two decimal places please. Send your reply 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.