APEX-Agents · Investment Banking

World244_AS_Task03

1/1Pass

APEX-Agents task World244_AS_Task03 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for M&A Legal Due DiligenceInvestment Banking World 244Dual harnessGrader: rubric

Task IDtask_83bed0e08f1b45efb40ad8a64deb6fd8

WorldInvestment Banking World 244

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Calculate the updated PV of FCF. Output it here. Round it to the nearest whole number, with zero decimals. Print your answer as a reply back here. Account for: 1. Identify the competitor in the comparable analysis file with the lowest EV/Revenue multiple. 2. Replace KSchool's gross margin rate for the projection periods with the FY 2024 gross margin of the competitor identified above and add +10%. 3. Replace KSchool's Operating expenses rate for the projection periods as the average of SG&A expenses as a percentage of revenue of the competitor from FY 2021 to FY 2024. 4. Update the risk-free rate to be the 20 year treasury yield from Oct 20, 2025.

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	1/1	Pass	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 Present Value of FCF is $897,876
Pass
Evidence: <TEXT_RESPONSE> is “897,876”. Assessment: The criterion asks whether the response states Present Value of FCF is $897,876; the response provides that exact whole-number value, so it passes.