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APEX-Agents · Investment Banking

World221_oa_2

0/2Fail

APEX-Agents task World221_oa_2 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 221Dual harnessGrader: rubric
task_00cd552ee51b4254bae8ee3b0add42fa
Investment Banking World 221
message_in_console
4 models · dual config

Task prompt

What the agent was asked to do

Assume that TVPG raised additional $70 million mezzanine capital ($30 million - equity capital raise from it's current shareholders at a discounted issue price of $6.0 per share and $40 million - debt capital raise at 6% interest rate), and the merger uses 50% cash consideration. Task: Using the 9M TTM 2025 account, recalculate the "Pro Forma Debt" and "Pro Forma Combined Equity Value". Print both values back in your reply. - Assume end of financial year is December 31st, debt issued date was March 31, 2025 - There are zero fees associated with the issues - Round all monetary values to the nearest USD thousand.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual0/2Fail
Gemini 3.1 Produal0/2Fail
GPT-5.4 minidual2/2Pass
GPT-5.4 nanodual0/2Fail

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that "Pro Forma Debt" is USD 2,030,356,000

    Fail

    Evidence: TEXT_RESPONSE states “**Pro Forma Debt:** **(2,031,558)**”. Assessment: Criterion requires stating “Pro Forma Debt” is USD 2,030,356,000 (i.e., 2,030,356 in USD thousands). The response gives 2,031,558 (and formatted as negative/parenthetical), which does not match.

  2. States that "Pro Forma Combined Equity Value" is USD 1,267,814,000

    Fail

    Evidence: TEXT_RESPONSE states “**Pro Forma Combined Equity Value:** **1,267,577**”. Assessment: Criterion requires stating “Pro Forma Combined Equity Value” is USD 1,267,814,000 (i.e., 1,267,814 in USD thousands). The response value differs, so the criterion is not met.