APEX-Agents · Investment Banking

World228_JK_02

1/1Pass

APEX-Agents task World228_JK_02 in AI Agents for Merger Models. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Merger ModelsInvestment Banking World 228Dual harnessGrader: rubric

Task IDtask_ce1ce39d22c34426a152f6f432cd5cfb

WorldInvestment Banking World 228

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Reference 2024 ATR annual report to calculate Aptar Group's cash conversion cycle for FY2024, using FY2024 ending balance only. Output the cash conversion cycle in days, rounded to the nearest whole number. Respond with the information right 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	1/1	Pass	Share page Public trace
Gemini 3.1 Pro	dual	1/1	Pass	Share page Public trace
GPT-5.4 mini	dual	1/1	Pass	Share page Public trace
GPT-5.4 nano	dual	1/1	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States Aptar Group's cash conversion cycle for FY2024 is 94 days
Pass
Evidence: <TEXT_RESPONSE> states, “AptarGroup FY2024 cash conversion cycle, using FY2024 ending balances only, is **94 days**” and “CCC = 75.7 + 67.0 - 48.5 = 94.2 days, rounded to **94 days**.” Assessment: The criterion requires that the response state Aptar Group's cash conversion cycle for FY2024 is 94 days; this is clearly stated, so it passes.