APEX-Agents · Investment Banking
World219_Seed Task_06
APEX-Agents task World219_Seed Task_06 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Using the precedents and DCF analysis calculate an implied share price for CNS to 2 decimal places. Exclude transactions where the target had <$90 B in AUM. Using the forward EBITDA from the DCF, assume a 10% increase in total expenses and only a 5% increase in Depreciation and amortization. Edit the existing sheet to provide the share price build (EV / EBITDA, 2025E EBITDA, Implied EV, Net Debt, Implied Market Cap, FDSO and share price), starting in the 'Precedents' tab. Round all values to 2 decimal places.
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 | 3/7 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 3/7 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 3/7 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 2/7 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States filtered EV / EBITDA from the precedents is 14.92x
States 2025E EBITDA is $160.66
States Implied EV is $2,397.82
States Net Debt is -$182.95
States the Implied Market Cap is $2,580.77
States Fully Diluted Shares Outstanding is 50.57
States the Implied share price is $51.03