APEX-Agents · Management Consulting
World135_SF_Task01
APEX-Agents task World135_SF_Task01 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 June State of Fashion report, identify the top benefit consumers look for when shopping for beauty in Japan and South Korea. Print out the percentage of customers from each of Japan and South Korea who rated this their top benefit, rounded to the nearest percentile. State the brand value that had the highest percentage of "Very Important" responses from the survey, and determine whether this brand value is the same as, or different from, the top benefit sought after in Japan and South Korea identified above. Treat variations in terminology as the same factor if they describe the same functional benefit or product standard. Respond with a message for 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 | 5/5 | Pass | Run detailsPublic trace |
| GPT-5.4 | dual | 5/5 | Pass | Run detailsPublic trace |
| GPT-5.5 | dual | 5/5 | Pass | Run detailsPublic trace |
| GPT-5.4 nano | dual | 4/5 | Fail | Run detailsPublic trace |
| Gemini 3 Flash | dual | 3/5 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 3/5 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the top benefit consumers in Japan and Korea look for when shopping for beauty is "No toxic/harmful ingredients"
States that the percentage of Japanese customers rating "No toxic/harmful ingredients" as their top benefit is 42%
States that the percentage of South Korean customers rating "No toxic/harmful ingredients" as their top benefit is 39%
States that the brand value that had the highest percentage of Very Important responses from the survey is Clean beauty (no harmful ingredients)
States that the brand value that had the highest percentage of Very Important responses from the survey is the same as "No toxic/harmful ingredients"