APEX-Agents · Management Consulting
World132_SF_Task01
APEX-Agents task World132_SF_Task01 in AI Agents for Consumer Growth Strategy. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.
Task prompt
What the agent was asked to do
I need to know our market share and ranking placement in Eastern Europe for our Lion's Mane Coffee/Cocoa product. Since the product is unique in the Nootropic / Focus Drink category in that market, assume our revenue (10% of the total net revenue in Eastern Europe in 2026) is equal to the TAM expansion. Return the market share as a percentage rounded to the thousandths place. Return all outputs as a message to 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 |
|---|---|---|---|---|
| GPT-5.5showcase | dual | 2/2 | Pass | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 0/2 | Fail | Share pagePublic trace |
| GPT-5.4 | dual | 0/2 | Fail | Share pagePublic trace |
| GPT-5.4 mini | dual | 1/2 | Fail | Share pagePublic trace |
| GPT-5.4 nano | dual | 1/2 | Fail | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States that PureLife's 2026 market share for Lion's Mane Coffee/Cocoa is 7.606%
PassEvidence: TEXT_RESPONSE states “Market share: ... = 7.605555% → 7.606%” and “**Market share:** 7.606%”. Assessment: The criterion asks whether it states PureLife's 2026 market share for Lion's Mane Coffee/Cocoa is 7.606%; pass because the response clearly provides 7.606%.
States that PureLife's 2026 market share rank amongst the competitors in Nootropic / Focus Drink category is 5th
PassEvidence: TEXT_RESPONSE states “**Ranking placement:** #5 of 16 competitors/products in Eastern Europe Nootropic / Focus Drinks”. Assessment: The criterion asks whether it states the 2026 market share rank amongst competitors in the Nootropic / Focus Drink category is 5th; pass because #5 is clearly stated.