APEX-Agents · Investment Banking

world227_tg_06

0/1Fail

APEX-Agents task world227_tg_06 in AI Agents for Infrastructure Finance. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Infrastructure FinanceInvestment Banking World 227Dual harnessGrader: rubric

Task IDtask_eb21017fa7e347659719536490c87cba

WorldInvestment Banking World 227

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Use the MFC model we made. MFC has chosen to proceed with a debt-only refinancing at market rates (Option A / Case 1). At the start of each year, it decides to issue new debt up to a maximum of 4.0x gross leverage in total debt capacity (LTM EBITDA), with the proceeds used to fund special dividends to its shareholders. Please calculate the amount of special dividends received until the end of the projection period in FY32. Provide your response back to me here, rounded to the millions of dollars.

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	0/1	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/1	Fail	Share page Public trace
GPT-5.4 mini	dual	1/1	Pass	Share page Public trace
GPT-5.4 nano	dual	1/1	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States the total amount of special dividends received until the end of the projection period in FY32 is $1,783 million
Fail
Evidence: <TEXT_RESPONSE> states “**Total special dividends received through FY32: $1,743mm**.” Assessment: The criterion requires stating the total is $1,783 million; the response gives $1,743mm, so it does not meet the criterion.