APEX-Agents · Management Consulting
World 134 Nancy Task 02
APEX-Agents task World 134 Nancy Task 02 in AI Agents for Tax Due Diligence. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
If CompliSure experiences the changes outlined in the attachment starting in 2026, what is the expected impact to free cash flow in 2030? Assume Interest Expense remains the same % of EBIT, and Income Tax Expense remains the same % of Pre-Tax Income. Round answer to the nearest thousand. Write your response here as a message.
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 | 0/1 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/1 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/1 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/1 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/1 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the expected impact of the new Congress proposed changes to 2030 free cash flow is $7,100,000