APEX-Agents · Management Consulting

SP Task 05 World 135

4/4Pass

APEX-Agents task SP Task 05 World 135 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 135Dual harnessGrader: rubric

Task IDtask_735ca67b56da4dd78f9836536ae1845a

WorldManagement Consulting World 135

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Can you please go through the state of fashion beauty report to calculate the difference in average spend for US consumers for 2025 vs. 2023 for each of the beauty sub-categories. Do weighted average by considering mid-points of spend ranges and taking the same spend number for the highest spend bucket. Report the final spend differences in $ to one decimal place. Print your response straight here to me.

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 the difference in average spend for Haircare for 2025 vs 2023 is -$14.6
Pass
Evidence: TEXT_RESPONSE table lists “Haircare | -$14.6”. Assessment: Criterion asks whether it states the Haircare difference is -$14.6; pass because the response exactly provides -$14.6.
States the difference in average spend for Colour Cosmetics for 2025 vs 2023 is -$3.8
Pass
Evidence: TEXT_RESPONSE table lists “Colour cosmetics | -$3.8”. Assessment: Criterion asks whether it states the Colour Cosmetics difference is -$3.8; pass because the response provides -$3.8, with only capitalization variation.
States the difference in average spend for Skincare for 2025 vs 2023 is -$8.9
Pass
Evidence: TEXT_RESPONSE table lists “Skincare | -$8.9”. Assessment: Criterion asks whether it states the Skincare difference is -$8.9; pass because the response exactly provides -$8.9.
States the difference in average spend for Fragrance for 2025 vs 2023 is -$1.7
Pass
Evidence: TEXT_RESPONSE table lists “Fragrance | -$1.7”. Assessment: Criterion asks whether it states the Fragrance difference is -$1.7; pass because the response exactly provides -$1.7.