APEX-Agents · Management Consulting
W134 Nancy Task 11
APEX-Agents task W134 Nancy Task 11 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
Based on the attached table, with the asking price for each company, which competitors would have a higher 2024 ARR multiple than CompliSure even if their SMB customer count declined by 75%? State the updated 2024 revenue ARR multiple for each of those companies. Use the KPI dashboard, expanded financial dataset, and competitors client share files along with the attached files for this analysis. You can write your response back to me in 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 | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 mini | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 nano | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.5 | dual | 4/4 | Pass | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that if their customer count declined by 75%, Velocity, UpSkill, and TrainIQ would have higher ARR multiple than CompliSure
States that if Velocity's SMB customer count declined by 75%, their ARR multiple is 7.43
States that if UpSkill's SMB customer count declined by 75%, their ARR multiple is 9.48
States that if TrainIQ's SMB customer count declined by 75%, their ARR multiple is 8.51