APEX-Agents
gpt-5.4-mini on World 127_AH_Task 1
Grader rubric
Criteria verdict
States that the component growth rate for Exhaust and emissions is -2.42%
States that the component growth rate for Engine core hardware is -2.54%
States that the component growth rate for Fuel and injection systems is 0.28%
States that the component growth rate for Engine control units is -0.63%
States that the component growth rate for Driveline and axle modules is -0.54%
States that the component growth rate for Transmission and e drive is -0.16%
States that the component growth rate for Power electronics and inverters is -2.15%
States that the component growth rate for DC converters and onboard chargers is 0.87%
States that the component growth rate for Thermal management modules is -1.81%
States that the component growth rate for On vehicle charging hardware is 0.99%
Prompt excerpt
Task context
Update numbers with the new projections (attached). I want the full breakdown for: DC converters and onboard chargers Driveline and axle modules Engine control units Engine core hardware Exhaust and emissions Fuel and injection systems On vehicle charging hardware Power electronics and inverters Sensors and wiring Structural EV content Thermal management modules Transmission and e drive Ignore sensors and structural EV content. Round final numbers to two decimals, and reply just straight back in 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.