APEX-Agents · Management Consulting

SP Task 01 World 135

2/2Pass

APEX-Agents task SP Task 01 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_8bd0a44c2c154bb3a089f5f19c9e0a23

WorldManagement Consulting World 135

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Calculate the projected Operating Profit contribution ($ Millions) from the Europe Growth segment from updated growth bridge charts, assuming this new revenue achieves the 2030 Operating Margin target. Also, calculate the Total Incremental Gross Profit ($ Millions) generated by the combined International Expansion, assuming these new markets achieve the 2030 Gross Margin target. We need to use the results from the Lumea Financials Report and the updated Strategic Growth Bridge (attached) from the client. Output all financial values rounded to whole numbers (no decimals). Print your answers right 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	2/2	Pass	Share page Public trace
Gemini 3.1 Pro	dual	2/2	Pass	Share page Public trace
GPT-5.4	dual	2/2	Pass	Share page Public trace
GPT-5.4 mini	dual	2/2	Pass	Share page Public trace
GPT-5.4 nano	dual	2/2	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that Europe growth Operating Profit Contribution in 2030 is $94 Million
Pass
Evidence: TEXT_RESPONSE states “Europe Growth projected Operating Profit contribution: **$94M**” and shows “$448M Europe Growth revenue × 21% ... = $94M.” Assessment: The criterion asks whether it states Europe growth Operating Profit Contribution in 2030 is $94 Million; pass because the response clearly gives $94M.
States that the total Incremental Gross Profit generated by the combined International Expansion in 2030 is $549 Million
Pass
Evidence: TEXT_RESPONSE states “Combined International Expansion Total Incremental Gross Profit: **$549M**” and shows the calculation “($448M Europe + $224M APAC + $112M ROW) × 70% ... = $549M.” Assessment: The criterion asks whether it states total Incremental Gross Profit generated by combined International Expansion in 2030 is $549 Million; pass because the response clearly gives $549M.