APEX-Agents · Management Consulting
Shiva Task 01 World 129
APEX-Agents task Shiva Task 01 World 129 in AI Agents for Divestiture and Spin-Off Analysis. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Using the estimated market share chart and Brightpath customer segmentation, please calculate the potential revenue for the SMB Accounting segment if it achieved the target share. Include an analysis stating the percentage point difference (rounded down) between Target and Actual Enterprise share for Consulting Firms and the revenue gap (to the nearest dollar) for Mid-Market IT Services. Return your findings in a short message 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 | 3/3 | Pass | Run detailsPublic trace |
| GPT-5.4 nano | dual | 3/3 | Pass | Run detailsPublic trace |
| GPT-5.4 mini | dual | 2/3 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 2/3 | Fail | Run detailsPublic trace |
| Gemini 3 Flash | dual | 1/3 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/3 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States the potential revenue for the SMB segment in the Accounting industry if it achieved the Target share is $670,508
States the percentage points difference between the Target Enterprise share for Consulting Firms and the Actual Enterprise share is 4.
States the revenue gap if the company achieved targeted market share from share vs. actual data for Mid-Market in IT Services is $14,331