APEX-Agents · Investment Banking
World221_oa_2
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.
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.
| Model | Harness | Score | Result | Links |
|---|---|---|---|---|
| GPT-5.5showcase | dual | 0/2 | Fail | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 0/2 | Fail | Share pagePublic trace |
| GPT-5.4 mini | dual | 2/2 | Pass | Share pagePublic trace |
| GPT-5.4 nano | dual | 0/2 | Fail | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States that "Pro Forma Debt" is USD 2,030,356,000
FailEvidence: 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.
States that "Pro Forma Combined Equity Value" is USD 1,267,814,000
FailEvidence: 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.