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 — rubric criteria, 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 |
|---|---|---|---|---|
| GPT-5.5showcase | dual | 0/10 | Fail | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 0/10 | Fail | Share pagePublic trace |
| GPT-5.4 | dual | 0/10 | Fail | Share pagePublic trace |
| GPT-5.4 mini | dual | 0/10 | Fail | Share pagePublic trace |
| GPT-5.4 nano | dual | 0/10 | Fail | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States that the component growth rate for Exhaust and emissions is -2.42%
FailEvidence: <TEXT_RESPONSE> lists Exhaust and emissions values (e.g., 2025 "5,901,569.00" through 2030 "5,793,462.42") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -2.42%; this is not stated. Fail.
States that the component growth rate for Engine core hardware is -2.54%
FailEvidence: <TEXT_RESPONSE> lists Engine core hardware values (2025 "7,038,638.00" through 2030 "7,277,125.83") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -2.54%; this is not stated. Fail.
States that the component growth rate for Fuel and injection systems is 0.28%
FailEvidence: <TEXT_RESPONSE> lists Fuel and injection systems values (2025 "6,547,106.00" through 2030 "7,261,060.47") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is 0.28%; this is not stated. Fail.
States that the component growth rate for Engine control units is -0.63%
FailEvidence: <TEXT_RESPONSE> lists Engine control units values (2025 "72,904,384.00" through 2030 "72,441,885.79") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -0.63%; this is not stated. Fail.
States that the component growth rate for Driveline and axle modules is -0.54%
FailEvidence: <TEXT_RESPONSE> lists Driveline and axle modules values (2025 "14,383,085.00" through 2030 "15,221,359.96") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -0.54%; this is not stated. Fail.
States that the component growth rate for Transmission and e drive is -0.16%
FailEvidence: <TEXT_RESPONSE> lists Transmission and e drive values (2025 "14,001,934.00" through 2030 "14,707,260.04") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -0.16%; this is not stated. Fail.
States that the component growth rate for Power electronics and inverters is -2.15%
FailEvidence: <TEXT_RESPONSE> lists Power electronics and inverters values (2025 "4,999,494.00" through 2030 "5,298,373.49") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -2.15%; this is not stated. Fail.
States that the component growth rate for DC converters and onboard chargers is 0.87%
FailEvidence: <TEXT_RESPONSE> lists DC converters and onboard chargers values (2025 "12,595,870.00" through 2030 "12,436,729.07") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is 0.87%; this is not stated. Fail.
States that the component growth rate for Thermal management modules is -1.81%
FailEvidence: <TEXT_RESPONSE> lists Thermal management modules values (2025 "14,207,985.00" through 2030 "13,781,944.84") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is -1.81%; this is not stated. Fail.
States that the component growth rate for On vehicle charging hardware is 0.99%
FailEvidence: <TEXT_RESPONSE> lists On vehicle charging hardware values (2025 "12,863,467.00" through 2030 "13,391,024.09") but no percentage growth rate. Assessment: The criterion requires stating the component growth rate is 0.99%; this is not stated. Fail.