APEX-Agents · Management Consulting
SP Task 05 World 135
APEX-Agents task SP Task 05 World 135 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
Can you please go through the state of fashion beauty report to calculate the difference in average spend for US consumers for 2025 vs. 2023 for each of the beauty sub-categories. Do weighted average by considering mid-points of spend ranges and taking the same spend number for the highest spend bucket. Report the final spend differences in $ to one decimal place. Print your response straight here to 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 |
|---|---|---|---|---|
| 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 the difference in average spend for Haircare for 2025 vs 2023 is -$14.6
States the difference in average spend for Colour Cosmetics for 2025 vs 2023 is -$3.8
States the difference in average spend for Skincare for 2025 vs 2023 is -$8.9
States the difference in average spend for Fragrance for 2025 vs 2023 is -$1.7