APEX-Agents · Management Consulting

SP Task 03 World 135

2/3Fail

APEX-Agents task SP Task 03 World 135 in AI Agents for Cross-Border Regulatory Review. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Cross-Border Regulatory ReviewManagement Consulting World 135Dual harnessGrader: rubric

Task IDtask_618ae695767944c1bcc964105be877e0

WorldManagement Consulting World 135

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Using the State of Fashion report and the customer survey, for the Drugstores/pharmacies, E-commerce, and Department Stores channels, return the percentage point difference between the percentage of survey respondents who ranked each channel in their top 2 channels for purchase and the 2024 global market share. When calculating the survey percentages, exclude the 18-24 age group and any non-responses. Report a positive value if the survey share value is higher than the market share value, and a negative value if the survey share value is lower than the market share value. Write back to me with what I want. Round final numbers to one decimal place.

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	2/3	Fail	Share page Public trace
Gemini 3.1 Pro	dual	3/3	Pass	Share page Public trace
GPT-5.4	dual	2/3	Fail	Share page Public trace
GPT-5.4 mini	dual	2/3	Fail	Share page Public trace
GPT-5.4 nano	dual	3/3	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that the percentage point difference between the percentage of survey respondents who ranked the channel in their top 2 channels for purchase and the 2024 global market share for E-commerce is +9.5
Fail
Evidence: <TEXT_RESPONSE> table lists E-commerce Difference as “+8.0 pp.” Assessment: Criterion requires stating the E-commerce percentage point difference is “+9.5”; fail because the response states a different value.
States that the percentage point difference between the percentage of survey respondents who ranked the channel in their top 2 channels for purchase and the 2024 global market share for Department Stores is +60.1
Pass
Evidence: <TEXT_RESPONSE> table lists Department Stores Difference as “+60.1 pp.” Assessment: Criterion requires stating the Department Stores percentage point difference is “+60.1”; pass.
States that the percentage point difference between the percentage of survey respondents who ranked the channel in their top 2 channels for purchase and the 2024 global market share for Drugstores/Pharmacies is -0.2
Pass
Evidence: <TEXT_RESPONSE> table lists Drugstores/pharmacies Difference as “-0.2 pp.” Assessment: Criterion requires stating the Drugstores/Pharmacies percentage point difference is “-0.2”; pass.