APEX-Agents · Investment Banking
World 225_JE_01
APEX-Agents task World 225_JE_01 in AI Agents for Tax Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.
Task prompt
What the agent was asked to do
Forecast operational expenses are impacted by a rising inflation of 2% in the REIT model. The increase is able to be passed on only for Services revenues. Assume the proportion of operating expenses deriving from Service revenue is equal to its proportion of total revenue in 2024. Calculate the inflation-adjusted enterprise value and target share price in 2025 for Golden Everest based on REIT industry capitalization rate of 5.5%. Print the answer here. Present monetary values in $ million rounded to nearest whole number, and share prices in $ 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 | 2/2 | Pass | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 2/2 | Pass | 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 the enterprise value is $44,544 million
PassEvidence: TEXT_RESPONSE table states “Inflation-adjusted enterprise value at 5.5% cap rate | $44,544 million.” Assessment: The criterion asks whether it states the enterprise value is $44,544 million; pass because the response states exactly that value.
States the target share price is $139.68
PassEvidence: TEXT_RESPONSE table states “Target share price | $139.68.” Assessment: The criterion asks whether it states the target share price is $139.68; pass because the response states exactly that value.