APEX-Agents · Management Consulting

World132_DA_Task08

0/1Fail

APEX-Agents task World132_DA_Task08 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_5ed3c6dd4464400282ec21096513bf00

WorldManagement Consulting World 132

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

PureLife needs a validated UK market potential calculation for its vitamins and dietary supplements business. The current approach relies only on consumer behaviour metrics and overlooks the UK market’s documented growth trajectory. Using PwC’s research report shows the market is expanding faster than historical trends. Recalculate market potential by combining consumer behaviour inputs with PwC’s growth insights to provide a forward‑looking figure for strategic decisions. The final answer should be formatted to US$, rounded to 2 decimal points. Present your findings as a short reply 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	0/1	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/1	Fail	Share page Public trace
GPT-5.4	dual	0/1	Fail	Share page Public trace
GPT-5.4 mini	dual	0/1	Fail	Share page Public trace
GPT-5.4 nano	dual	0/1	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States the 2025 UK New Market Potential is $281.18
Fail
Evidence: <TEXT_RESPONSE> states “Recalculated UK forward-looking market potential: US$256.02” and shows calculation ending “= US$256.02.” Assessment: The criterion requires stating the 2025 UK New Market Potential is $281.18; the response states $256.02 instead, so it fails.