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APEX-Agents · Investment Banking

World226_TD_03

0/4Fail

APEX-Agents task World226_TD_03 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 226Dual harnessGrader: rubric
Task IDtask_1d14f807c7bc4c1da0befaa8d52bf93e
WorldInvestment Banking World 226
Expected outputmake_new_sheet
Published runs4 models · dual config

Task prompt

What the agent was asked to do

Conduct a 5-year IRR sensitivity analysis using Planet Fitness' latest financial model that Advent updated based on their specifications (v7). Assess the impact if Planet Fitness reduces National advertising fund expense to 10% YoY change in Q1 to Q4 2026. Using the "Copy of LBO" tab calculate the 5-year IRR when offer prices are $100, $110 and exit multiples are 16x, 17x. Round all calculated results to one decimal place. Create a sensitivity table, and make a new Spreadsheet, with these values.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual0/4FailShare pagePublic trace
Gemini 3.1 Produal0/4FailShare pagePublic trace
GPT-5.4 minidual0/4FailShare pagePublic trace
GPT-5.4 nanodual0/4FailShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States the 5-Year IRR at $100 Offer Price and 16x exit multiple is 20.4%

    Fail

    Evidence: TEXT_RESPONSE table shows for 16.0x exit multiple and $100 offer price: “19.7%”. Assessment: Criterion requires stating the 5-Year IRR at $100 Offer Price and 16x exit multiple is 20.4%; the response states 19.7%, so fail.

  2. States the 5-Year IRR at $100 Offer Price and 17x exit multiple is 21.9%

    Fail

    Evidence: TEXT_RESPONSE table shows for 17.0x exit multiple and $100 offer price: “21.2%”. Assessment: Criterion requires stating the 5-Year IRR at $100 Offer Price and 17x exit multiple is 21.9%; the response states 21.2%, so fail.

  3. States the 5-Year IRR at $110 Offer Price and 16x exit multiple is 17.6%

    Fail

    Evidence: TEXT_RESPONSE table shows for 16.0x exit multiple and $110 offer price: “16.9%”. Assessment: Criterion requires stating the 5-Year IRR at $110 Offer Price and 16x exit multiple is 17.6%; the response states 16.9%, so fail.

  4. States the 5-Year IRR at $110 Offer Price and 17x exit multiple is 19.0%

    Fail

    Evidence: TEXT_RESPONSE table shows for 17.0x exit multiple and $110 offer price: “18.3%”. Assessment: Criterion requires stating the 5-Year IRR at $110 Offer Price and 17x exit multiple is 19.0%; the response states 18.3%, so fail.