APEX-Agents · Investment Banking
World224-HS-11
APEX-Agents task World224-HS-11 in AI Agents for Take-Private Analysis. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Assess if the sponsor can still meet the 20% IRR target at the Year 5 exit, given higher cost of revenues. 1. Increase subscription cost as % of subscription revenues by 1 percentage point in Year 1, then keep it constant in the remaining projection years. 2. Increase services cost as % of services revenues by 1 percentage point in Year 1, then keep it constant in the remaining projection years. Add a new worksheet to the Elastic NV LBO model. It must show Net Debt at Exit, Sponsor Equity Value at Exit, IRR %. All monetary results to be displayed in USD millions, rounded to two decimal places, and all percentages must be rounded to two decimal points.
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 | 0/3 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/3 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/3 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/3 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States Net Debt at Exit is $717.44M
States Sponsor Equity Value at Exit is $26,068.66M
States IRR % is 18.25%