APEX-Agents · Investment Banking

World226_SK_Task01

Best published0/2Fail

APEX-Agents task World226_SK_Task01 in AI Agents for Take-Private Analysis. Compare dual-harness agent runs across models, scores, and public traces.

AI Agents for Take-Private AnalysisInvestment Banking World 226Dual harnessGrader: rubric

Task IDtask_5dbc32fe1c0f459b9850ceb5e05ed1a9

WorldInvestment Banking World 226

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Calculate the sponsor equity value and IRR for FY2030, then report the sponsor equity value in US dollars, rounded to the nearest million, and report the IRR as a percentage rounded to one decimal place. Use the LBO model. Reply straight back to me please, with everything I requested. Use these specs: - Increase the “Secured term loan - USD tranche” leverage from 6.0x to 7.5x LTM EBITDA and decrease the yield from 7.50% to 6.50%. - Hold revenue growth constant at 12.0% per year from FY2026 to FY2030. - Decrease the % Premium to 5.0% from 10.0%.

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	0/2	Fail	Run details Public trace
GPT-5.4 mini	dual	0/2	Fail	Run details Public trace
GPT-5.4 nano	dual	0/2	Fail	Run details Public trace
GPT-5.5	dual	0/2	Fail	Run details Public trace

Grading rubric

Rubric criteria

Runs are graded against these criteria. Open a run for model-specific verdicts.

States Sponsor Equity Value in FY2030 is $22,877 million
States IRR in FY2030 is 26.7%