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APEX-Agents · Investment Banking

World226_TD_02

0/6Fail

APEX-Agents task World226_TD_02 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_254e0680ec0e4adeaa5f8303d5aa5f76
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' financial model. Model the impact if, starting Q1 2026, Planet Fitness opens 10 additional Franchisee-owned stores each quarter, compared to the same quarter in the prior year, and continues this trend each quarter until Q4 2030. 1. Using the "Copy of LBO" tab, calculate the 5-year IRR when share price premiums are 10%, 15% and exit multiples are 16x, 17x, 18x. 2. Round all calculated results to one decimal place. REQUEST: Put in a sensitivity table to a new Sheet with these values.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual0/6FailShare pagePublic trace
Gemini 3.1 Produal0/6FailShare pagePublic trace
GPT-5.4 minidual3/6FailShare pagePublic trace
GPT-5.4 nanodual6/6PassShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States the 5-Year IRR at 10% Price Premium and 16x exit multiple is 15.1%

    Fail

    Evidence: TEXT_RESPONSE table lists for 16.0x under 10% Premium: “14.5%”. Assessment: Criterion requires stating the 5-Year IRR at 10% Price Premium and 16x exit multiple is 15.1%; the response states 14.5%, so fail.

  2. States the 5-Year IRR at 10% Price Premium and 17x exit multiple is 16.5%

    Fail

    Evidence: TEXT_RESPONSE table lists for 17.0x under 10% Premium: “15.9%”. Assessment: Criterion requires stating the 5-Year IRR at 10% Price Premium and 17x exit multiple is 16.5%; the response states 15.9%, so fail.

  3. States the 5-Year IRR at 10% Price Premium and 18x exit multiple is 17.8%

    Fail

    Evidence: TEXT_RESPONSE table lists for 18.0x under 10% Premium: “17.2%”. Assessment: Criterion requires stating the 5-Year IRR at 10% Price Premium and 18x exit multiple is 17.8%; the response states 17.2%, so fail.

  4. States the 5-Year IRR at 15% Price Premium and 16x exit multiple is 12.7%

    Fail

    Evidence: TEXT_RESPONSE table lists for 16.0x under 15% Premium: “12.1%”. Assessment: Criterion requires stating the 5-Year IRR at 15% Price Premium and 16x exit multiple is 12.7%; the response states 12.1%, so fail.

  5. States the 5-Year IRR at 15% Price Premium and 17x exit multiple is 14.1%

    Fail

    Evidence: TEXT_RESPONSE table lists for 17.0x under 15% Premium: “13.4%”. Assessment: Criterion requires stating the 5-Year IRR at 15% Price Premium and 17x exit multiple is 14.1%; the response states 13.4%, so fail.

  6. States the 5-Year IRR at 15% Price Premium and 18x exit multiple is 15.3%

    Fail

    Evidence: TEXT_RESPONSE table lists for 18.0x under 15% Premium: “14.8%”. Assessment: Criterion requires stating the 5-Year IRR at 15% Price Premium and 18x exit multiple is 15.3%; the response states 14.8%, so fail.