APEX-Agents · Management Consulting

SP Task 04 World 135

4/4Pass

APEX-Agents task SP Task 04 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_e75cacb35dc8429a895bba6aff5f8a58

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 Beauty report for 2024 sales and sub-category shares, alongside the attached data for Mass Market vs. Premium share by sub-category, calculate the difference (in $M) between the North American Mass Market and Premium segments for Skincare and Fragrance. Assume North American breakdowns by sub-category and segment match those of the global benchmarks. Report values as positive if Mass Market is larger and negative if Premium is larger. Using the data from the internal financials spreadsheet, determine Lumea's North American market share of the Premium segment of each sub-category (Skincare and Fragrance). Assume North American revenue percentages are uniform across all segments, all Lumea sales are Premium, and Lumea's Skin and Body units fall under Skincare. Round currency outputs to the nearest $0.1M and round percentage outputs to the nearest 0.1%. Provide your findings to me here in a reply.

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	4/4	Pass	Share page Public trace
Gemini 3.1 Pro	dual	4/4	Pass	Share page Public trace
GPT-5.4	dual	4/4	Pass	Share page Public trace
GPT-5.4 mini	dual	4/4	Pass	Share page Public trace
GPT-5.4 nano	dual	4/4	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that the difference in 2024 sales for North America Mass Market vs Premium customers in Skincare is $6,075.2 million
Pass
Evidence: TEXT_RESPONSE table states for Skincare: “NA Mass Market vs. Premium difference | $6,075.2M.” Assessment: Criterion asks whether it states the Skincare difference is $6,075.2 million; pass because the response gives exactly that value.
States that the difference in 2024 sales for North America Mass Market vs Premium customers in Fragrance is -$4,223.0 million
Pass
Evidence: TEXT_RESPONSE table states for Fragrance: “NA Mass Market vs. Premium difference | -$4,223.0M.” Assessment: Criterion asks whether it states the Fragrance difference is -$4,223.0 million; pass because the response gives exactly that value.
States that Lumea's 2024 share of the North America Premium Skincare segment is 0.9%
Pass
Evidence: TEXT_RESPONSE table states for Skincare: “Lumea share of NA Premium segment | 0.9%.” Assessment: Criterion asks whether it states Lumea's 2024 share of the North America Premium Skincare segment is 0.9%; pass because the response gives exactly that percentage.
States that Lumea's 2024 share of the North America Premium Fragrance segment is 0.1%
Pass
Evidence: TEXT_RESPONSE table states for Fragrance: “Lumea share of NA Premium segment | 0.1%.” Assessment: Criterion asks whether it states Lumea's 2024 share of the North America Premium Fragrance segment is 0.1%; pass because the response gives exactly that percentage.