APEX-Agents · Investment Banking

World224_OS_Task04

Best published1/1Pass

APEX-Agents task World224_OS_Task04 in AI Agents for Take-Private Analysis. Compare dual-harness agent runs across models, scores, and public traces.

AI Agents for Take-Private AnalysisInvestment Banking World 224Dual harnessGrader: rubric

Task IDtask_4d14c729a28c4ece86aefc1ba97e89c4

WorldInvestment Banking World 224

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Make adjustments to the Year 5 growth rate to reach the following Year 1 - Year 5 CAGR for Total Revenue: 22%. Use the LBO model to complete the analysis, but just reply right here. Round value to one decimal place. Make these changes: 1. Year 1 revenue growth rate increases by 188 bps 2. Year 5 revenue growth rate increase by 1/8 the current % premium

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-5.4 mini	dual	1/1	Pass	Run details Public trace
Gemini 3.1 Pro	dual	0/1	Fail	Run details Public trace
GPT-5.4 nano	dual	0/1	Fail	Run details Public trace
GPT-5.5	dual	0/1	Fail	Run details Public trace

Grading rubric

Rubric criteria

Runs are graded against these criteria. Open a run for model-specific verdicts.

States the Year 5 Revenue Growth Rate is 38.3%