APEX-Agents · Management Consulting
W134 Nancy Task 09
APEX-Agents task W134 Nancy Task 09 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
If competitors continue growing by their 2021-2024 revenue CAGR, while their operating margin % stays flat from 2025, which players will have better operating income than CompliSure by 2030? How much will they be better? Use the financial dataset for 2016 to '25, along with our 5 year forecast. Round to the nearest thousand. Reply to me with your answer here.
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 | 1/2 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 1/2 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 1/2 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/2 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/2 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that Syncore will have better operating income than Complisure by 2030
States that Syncore's expected 2030 operating income is $17,720,000 higher than Complisure's