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APEX-Agents · Investment Banking

World224-HS-06

1/7Fail

APEX-Agents task World224-HS-06 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_a757e127fe3a4b148dadeb34ef3540f7
WorldInvestment Banking World 224
Expected outputmessage_in_console
Published runs4 models · dual config

Task prompt

What the agent was asked to do

Please evaluate the impact on Elastic's IRR% at exit, assuming a slowdown in Total Revenues growth. Return the following here: Year 5 Adj. EBITDA, EV value at Exit, Net Debt at Exit, Sponsor Equity Value at Exit, Sponsor Equity Value at Entry, MOIC, and IRR %. use the LBO model. Respond with your answers straight back here. Use this for your work: 1. Decrease the existing Total Revenues growth rate in Year 3 by 5% of its original value in the base case (a 5% relative decrease). 2. Decrease the existing Total Revenues growth rate in Year 4 by 10% of its original value in the base case (a 10% relative decrease). 3. Decrease the existing Total Revenues growth rate in Year 5 by 15% of its original value in the base case (a 15% relative decrease). All monetary results must be displayed in USD millions, rounded to 2 decimal places, and all percentages must also be rounded to 2 decimal points.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual1/7FailShare pagePublic trace
Gemini 3.1 Produal1/7FailShare pagePublic trace
GPT-5.4 minidual1/7FailShare pagePublic trace
GPT-5.4 nanodual1/7FailShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States Year 5 Adj. EBITDA is $763.26 million

    Fail

    Evidence: <TEXT_RESPONSE> states “Year 5 Adj. EBITDA | $788.02 million.” Assessment: Criterion requires “States Year 5 Adj. EBITDA is $763.26 million”; fail because the stated value differs.

  2. States EV value at Exit is $26,714.26 million

    Fail

    Evidence: <TEXT_RESPONSE> states “EV Value at Exit | $27,580.78 million.” Assessment: Criterion requires “States EV value at Exit is $26,714.26 million”; fail because the stated value differs.

  3. States Net Debt at Exit is $580.85 million

    Fail

    Evidence: <TEXT_RESPONSE> states “Net Debt at Exit | $742.91 million.” Assessment: Criterion requires “States Net Debt at Exit is $580.85 million”; fail because the stated value differs.

  4. States Sponsor Equity Value at Exit is $26,133.40 million

    Fail

    Evidence: <TEXT_RESPONSE> states “Sponsor Equity Value at Exit | $26,837.87 million.” Assessment: Criterion requires “States Sponsor Equity Value at Exit is $26,133.40 million”; fail because the stated value differs.

  5. States Sponsor Equity Value at Entry is $11,275.85 million

    Pass

    Evidence: <TEXT_RESPONSE> states “Sponsor Equity Value at Entry | $11,275.85 million.” Assessment: Criterion requires “States Sponsor Equity Value at Entry is $11,275.85 million”; pass because it matches exactly.

  6. States MOIC is 2.32x

    Fail

    Evidence: <TEXT_RESPONSE> states “MOIC | 2.38x.” Assessment: Criterion requires “States MOIC is 2.32x”; fail because the stated multiple differs.

  7. States IRR % is 18.31%

    Fail

    Evidence: <TEXT_RESPONSE> states “IRR % | 18.94%.” Assessment: Criterion requires “States IRR % is 18.31%”; fail because the stated percentage differs.