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APEX-Agents · Investment Banking

World224_OS_Task02

1/4Fail

APEX-Agents task World224_OS_Task02 in AI Agents for Take-Private Analysis. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Take-Private AnalysisInvestment Banking World 224Dual harnessGrader: rubric
Task IDtask_db355b58e80749a1879a9d79681d05cc
WorldInvestment Banking World 224
Expected outputmessage_in_console
Published runs4 models · dual config

Task prompt

What the agent was asked to do

I want you to tell me for Year 1 - Year 5: (1) Total revenue CAGR(2) Subscription Cost of Revenue CAGR (3) Sales and Marketing Expenses CAGR (4) EBITDA CAGR But first adjust revenue growth rate to be 7.5% in year 1, 50 bps YoY increase to year 2, 150 bps YoY increase to year 3, 100 bps increase vs original case in year 4, and original case for year 5. Reply here, with 2 decimal points.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual1/4FailShare pagePublic trace
Gemini 3.1 Produal1/4FailShare pagePublic trace
GPT-5.4 minidual1/4FailShare pagePublic trace
GPT-5.4 nanodual1/4FailShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States EBITDA CAGR is 16.43%

    Fail

    Evidence: TEXT_RESPONSE table states “EBITDA CAGR | 23.35%”. Assessment: Criterion requires “States EBITDA CAGR is 16.43%”; fail because the response gives 23.35%, not 16.43%.

  2. States subscription cost of revenue CAGR is 15.84%

    Fail

    Evidence: TEXT_RESPONSE table states “Subscription Cost of Revenue CAGR | 12.56%”. Assessment: Criterion requires “States subscription cost of revenue CAGR is 15.84%”; fail because the response gives 12.56%, not 15.84%.

  3. States total revenue CAGR is 15.18%

    Pass

    Evidence: TEXT_RESPONSE table states “Total Revenue CAGR | 15.18%”. Assessment: Criterion requires “States total revenue CAGR is 15.18%”; pass because the response states exactly 15.18%.

  4. States sales and marketing expense CAGR is 14.93%

    Fail

    Evidence: TEXT_RESPONSE table states “Sales and Marketing Expenses CAGR | 15.54%”. Assessment: Criterion requires “States sales and marketing expense CAGR is 14.93%”; fail because the response gives 15.54%, not 14.93%.