APEX-Agents · Management Consulting

World132_PM_Task04

0/6Fail

APEX-Agents task World132_PM_Task04 in AI Agents for Consumer Growth Strategy. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Consumer Growth StrategyManagement Consulting World 132Dual harnessGrader: rubric

Task IDtask_168d9c26180d4ad1b87d3ad7482c1982

WorldManagement Consulting World 132

Expected outputmessage_in_console

Published runs6 models · dual config

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-5.5showcase	dual	0/6	Fail	Share page Public trace
Gemini 3 Flash	dual	1/6	Fail	Share page Public trace
Gemini 3.1 Pro	dual	1/6	Fail	Share page Public trace
GPT-5.4	dual	2/6	Fail	Share page Public trace
GPT-5.4 mini	dual	0/6	Fail	Share page Public trace
GPT-5.4 nano	dual	1/6	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that one of the top 3 markets in 2025 with highest revised D2C market share is Japan
Fail
Evidence: <TEXT_RESPONSE> lists “1. China — 23.97%; 2. UAE — 20.58%; 3. Australia — 14.57%.” Assessment: Criterion requires stating that one of the top 3 markets is Japan; the response does not mention Japan, so fail.
States that one of the top 3 markets in 2025 with highest revised D2C market share is India
Fail
Evidence: <TEXT_RESPONSE> lists China, UAE, and Australia as the top 3. Assessment: Criterion requires stating that one of the top 3 markets is India; the response does not mention India, so fail.
States that one of the top 3 markets in 2025 with highest revised D2C market share is UK
Fail
Evidence: <TEXT_RESPONSE> lists China, UAE, and Australia as the top 3. Assessment: Criterion requires stating that one of the top 3 markets is UK; the response does not mention UK, so fail.
States that the revised 2025 D2C market share of Japan is 68.16%
Fail
Evidence: <TEXT_RESPONSE> states “China — 23.97%,” “UAE — 20.58%,” and “Australia — 14.57%.” Assessment: Criterion requires stating Japan’s revised 2025 D2C market share is 68.16%; the response gives no Japan value, so fail.
States that the revised 2025 D2C market share of India is 65.32%
Fail
Evidence: <TEXT_RESPONSE> states “China — 23.97%,” “UAE — 20.58%,” and “Australia — 14.57%.” Assessment: Criterion requires stating India’s revised 2025 D2C market share is 65.32%; the response gives no India value, so fail.
States that the revised 2025 D2C market share of UK is 65.08%
Fail
Evidence: <TEXT_RESPONSE> states “China — 23.97%,” “UAE — 20.58%,” and “Australia — 14.57%.” Assessment: Criterion requires stating UK’s revised 2025 D2C market share is 65.08%; the response gives no UK value, so fail.