APEX-Agents · Management Consulting
World132_PM_Task04
APEX-Agents task World132_PM_Task04 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
Refer to all the market sizing files and the competitor benchmarking files. Consider only collagen, meal replacement and keto sub-categories. Using the 2025 market data provided, calculate the revised D2C market share % for each market (at combined subcategory level). Assume: Online penetration drives the addressable online TAM D2C represents a fifth of the Online TAM D2C revenue is derived from the company's current share of online market value. Report the top 3 markets with highest revised D2C market share % and their values. Round all final values to 2 decimal places. Concisely give me your reply 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 |
|---|---|---|---|---|
| GPT-5.4 | dual | 2/6 | Fail | Run detailsPublic trace |
| Gemini 3 Flash | dual | 1/6 | Fail | Run detailsPublic trace |
| Gemini 3.1 Pro | dual | 1/6 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 1/6 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/6 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/6 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that one of the top 3 markets in 2025 with highest revised D2C market share is Japan
States that one of the top 3 markets in 2025 with highest revised D2C market share is India
States that one of the top 3 markets in 2025 with highest revised D2C market share is UK
States that the revised 2025 D2C market share of Japan is 68.16%
States that the revised 2025 D2C market share of India is 65.32%
States that the revised 2025 D2C market share of UK is 65.08%