APEX-Agents · Management Consulting
World 127_AH_Task 1
APEX-Agents task World 127_AH_Task 1 in AI Agents for Automotive EV Transition Strategy. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
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.
Published trajectories
Agent runs on this task
Curated dual-harness runs (parsed + original sandbox). Best scored run per model.
| Model | Harness | Score | Result | Links |
|---|---|---|---|---|
| Gemini 3.1 Pro | dual | 0/10 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/10 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/10 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/10 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/10 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
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%