APEX-Agents · Investment Banking
World 219 - AE Task #4
APEX-Agents task World 219 - AE Task #4 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
Output two values for me: 1. The implied share price using the Gordon growth method 2. The implied share price using the exit multiple approach You will need to update the DCF model with the following changes to get the right answer: 1. Change depreciation and amortization as a percentage of total revenue from 2025 to 2030 to the same rate as 2024 2. Change Total current assets as a percentage of total revenue from 2025 to 2030 to the same rate as 2024 3. Change Total current liabilities as a percentage of total revenue from 2025 to 2030 to the same rate as 2024 4. Change revenue growth from 2025 to 2030 to the same rate as revenue growth between 2023 and 2024 5. Change distribution and service fee to 15% of the total revenue from 2025 to 2030 Respond with a short message here. Report share price in $ and round it 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 |
|---|---|---|---|---|
| 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 | 2/2 | Pass | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States that the implied share price from the DCF using the Gordon Growth Model is $45.86
FailEvidence: <TEXT_RESPONSE> says “Gordon growth method: $50.62.” Assessment: The criterion requires stating the Gordon Growth Model implied share price is $45.86; the response states $50.62 instead, so it fails.
States that the implied share price from the DCF using the Exit Multiple Approach is $50.80
FailEvidence: <TEXT_RESPONSE> says “Exit multiple approach: $55.89.” Assessment: The criterion requires stating the Exit Multiple Approach implied share price is $50.80; the response states $55.89 instead, so it fails.