APEX-Agents · Management Consulting

World 131_MK_Task 3

0/5Fail

APEX-Agents task World 131_MK_Task 3 in AI Agents for Infrastructure Finance. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Infrastructure FinanceManagement Consulting World 131Dual harnessGrader: rubric

Task IDtask_ee6e8c8f7075427ba5381c453a14c71c

WorldManagement Consulting World 131

Expected outputmessage_in_console

Published runs5 models · dual config

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
GPT-5.5showcase	dual	0/5	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/5	Fail	Share page Public trace
GPT-5.4	dual	0/5	Fail	Share page Public trace
GPT-5.4 mini	dual	0/5	Fail	Share page Public trace
GPT-5.4 nano	dual	0/5	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that the estimated Grid Operations & Control Center total cost is $30,370,000
Fail
Evidence: TEXT_RESPONSE lists “Grid Operations & Control Center | $31,550,000.” Assessment: Criterion requires stating $30,370,000; fail because the response states a different amount.
States that the estimated Field Maintenance & Construction total cost is $154,370,000
Fail
Evidence: TEXT_RESPONSE lists “Field Maintenance & Construction | $157,110,000.” Assessment: Criterion requires stating $154,370,000; fail because the response states a different amount.
States that the estimated Asset Management & Planning total cost is $28,450,000
Fail
Evidence: TEXT_RESPONSE lists “Asset Management & Planning | $28,460,000.” Assessment: Criterion requires stating $28,450,000; fail because the response is off by $10,000 and does not match the required full-USD amount.
States that the estimated IT & Digital Systems total cost is $38,710,000
Fail
Evidence: TEXT_RESPONSE lists “IT & Digital Systems | $42,840,000.” Assessment: Criterion requires stating $38,710,000; fail because the response states a different amount.
States that the estimated Finance, HR, & Legal total cost is $22,710,000
Fail
Evidence: TEXT_RESPONSE lists “Finance, HR, & Legal | $25,180,000.” Assessment: Criterion requires stating $22,710,000; fail because the response states a different amount.