APEX-Agents · Management Consulting

W127_AH_Task4

0/3Fail

APEX-Agents task W127_AH_Task4 in AI Agents for Automotive EV Transition Strategy. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Automotive EV Transition StrategyManagement Consulting World 127Dual harnessGrader: rubric

Task IDtask_a8f224ee84ef44138f3c65caa162914e

WorldManagement Consulting World 127

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Use the financial model with the new numbers from the finance team (attached) to calculate the 5 year values for: (1) Revenue, (2) COGS, and (3) Gross Profit. Round all final numbers to two decimals (i.e., show me the dollars and cents). Print the numbers you've calculated back to me 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	0/3	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/3	Fail	Share page Public trace
GPT-5.4	dual	0/3	Fail	Share page Public trace
GPT-5.4 mini	dual	0/3	Fail	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 that the five-year revenue value for non-exited scenarios is 731,107,382,989.08
Fail
Evidence: <TEXT_RESPONSE> reports Revenue as “Retain | $303,222,359,696.15” and “Transition | $364,638,229,794.59” (plus Exit separately), not 731,107,382,989.08. Assessment: The criterion requires stating the five-year revenue value for non-exited scenarios is 731,107,382,989.08; this value is not stated, so fail.
States that the five-year COGS value for non-exited scenarios is 562,615,950,451.56
Fail
Evidence: <TEXT_RESPONSE> reports COGS as “Retain | $233,313,365,907.27” and “Transition | $280,219,811,336.76” (plus Exit separately), not 562,615,950,451.56. Assessment: The criterion requires stating the five-year COGS value for non-exited scenarios is 562,615,950,451.56; this value is not stated, so fail.
States that the five-year gross profit value for non-exited scenarios is 168,491,432,537.51
Fail
Evidence: <TEXT_RESPONSE> reports Gross Profit as “Retain | $69,908,993,788.88” and “Transition | $84,418,418,457.83” (plus Exit separately), not 168,491,432,537.51. Assessment: The criterion requires stating the five-year gross profit value for non-exited scenarios is 168,491,432,537.51; this value is not stated, so fail.