APEX-Agents · Investment Banking
World224_OS_Task02
APEX-Agents task World224_OS_Task02 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
I want you to tell me for Year 1 - Year 5: (1) Total revenue CAGR(2) Subscription Cost of Revenue CAGR (3) Sales and Marketing Expenses CAGR (4) EBITDA CAGR But first adjust revenue growth rate to be 7.5% in year 1, 50 bps YoY increase to year 2, 150 bps YoY increase to year 3, 100 bps increase vs original case in year 4, and original case for year 5. Reply here, with 2 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 | 1/4 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 1/4 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 1/4 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 1/4 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States EBITDA CAGR is 16.43%
States subscription cost of revenue CAGR is 15.84%
States total revenue CAGR is 15.18%
States sales and marketing expense CAGR is 14.93%