APEX-Agents · Management Consulting
World 131_MK_Task 3
APEX-Agents task World 131_MK_Task 3 in AI Agents for Infrastructure Finance. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Please use EuroGrid's headcount per department and the attached benchmarks to calculate the estimated total cost of each of the departments' headcount. Round all final amounts to full USD. Provide your answer as a message here, listing the departments and the total cost in USD for each.
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 | 0/5 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/5 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/5 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/5 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/5 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the estimated Grid Operations & Control Center total cost is $30,370,000
States that the estimated Field Maintenance & Construction total cost is $154,370,000
States that the estimated Asset Management & Planning total cost is $28,450,000
States that the estimated IT & Digital Systems total cost is $38,710,000
States that the estimated Finance, HR, & Legal total cost is $22,710,000