APEX-Agents · Management Consulting

Task_128_PJ_2

0/3Fail

APEX-Agents task Task_128_PJ_2 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 128Dual harnessGrader: rubric

Task IDtask_c13f5f801ec542e68f48254ae045c655

WorldManagement Consulting World 128

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

What will the year 1 revenue across EM1, EM2 and EM3 be if we launch a solar system for households at $6,000 price point? Assume the company will be able to acquire 7.5% of users who are planning to install the solar system soon and have their maximum willingness to spend more than the price of solar system. The number of households across markets is as follows: EM1 - 200,000 EM2 - 400,000 EM3 - 700,000 Use the survey data for these markets for estimation. Report your responses here, and round revenue numbers to nearest integer.

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	0/3	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/3	Fail	Share page Public trace
GPT-5.4	dual	3/3	Pass	Share page Public trace
GPT-5.4 mini	dual	3/3	Pass	Share page Public trace
GPT-5.4 nano	dual	0/3	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States Year 1 revenue for EM1 is $14,326,531
Fail
Evidence: <TEXT_RESPONSE> table states for EM1 Year 1 revenue: "$16,677,551". Assessment: Criterion requires stating EM1 revenue is "$14,326,531"; fail because the stated value does not match.
States Year 1 revenue for EM2 is $22,773,723
Fail
Evidence: <TEXT_RESPONSE> table states for EM2 Year 1 revenue: "$29,956,204". Assessment: Criterion requires stating EM2 revenue is "$22,773,723"; fail because the stated value does not match.
States Year 1 revenue for EM3 is $18,069,767
Fail
Evidence: <TEXT_RESPONSE> table states for EM3 Year 1 revenue: "$37,506,977". Assessment: Criterion requires stating EM3 revenue is "$18,069,767"; fail because the stated value does not match.