APEX-Agents · Management Consulting
World 135_KS_Task 1
APEX-Agents task World 135_KS_Task 1 in AI Agents for Consumer Growth Strategy. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Using the State of Fashion Beauty report for June 2025: 1. Identify whether consumers are more likely to save or splurge on facial serum and brow product. 2. State the net intent percentages of consumers who are likely to save or splurge for each of those two products, rounded to the nearest full percentage. 3. Calculate the average net consumer intent percentage for each of the three main categories, including only products with a positive net consumer intent percentage. Round to one decimal point. Report which category customers are least likely to splurge on. Just write your response straight here for me.
Published trajectories
Agent runs on this task
Curated dual-harness runs (parsed + original sandbox). Best scored run per model.
| Model | Harness | Score | Result | Links |
|---|---|---|---|---|
| GPT-5.4 | dual | 8/8 | Pass | Run detailsPublic trace |
| Gemini 3.1 Pro | dual | 3/8 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 3/8 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 3/8 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 3/8 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the net consumer intent to splurge on facial serum is 33%
States that the net consumer intent to splurge on brow product is -4%
States that consumers are more likely to splurge than save on facial serum
States that consumers are more likely to save than splurge on brow product
States that the average net consumer intent percentage among products with a positive net intent to splurge for colour cosmetics is 20.3%
States that the average net consumer intent percentage among products with a positive net intent to splurge for haircare is 20.6%
States that the average net consumer intent percentage among products with a positive net intent to splurge for skincare is 20.5%
States that consumers are least likely to splurge on colour cosmetics