APEX-Agents · Management Consulting
World 129_CY_Task 3
APEX-Agents task World 129_CY_Task 3 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 latest pricing version, the revenue data by segment, and the discount approval logs, determine the average discount percentage for each of the Business and Growth tiers separately (use the midpoint of the Company Size range as the user count). Then, calculate the %variance of each tier's discount relative to its average policy threshold. Provide the discount for each tier (rounded to the nearest 0.01%) as well as the variance from policy threshold (rounded to the nearest 0.01%) directly here as a reply.
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 | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/4 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the average discount for the Business tier is 28.45%
States that the average discount given for the Growth tier is 3.82%
States that the % variance between the discount and the policy threshold for the Business tier is 88.23%
States that the % variance between the discount and the policy threshold for the Growth tier is -73.97%