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APEX-Agents · Investment Banking

World226_TD_01

0/6Fail

APEX-Agents task World226_TD_01 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_658948aa7e6a4ad8af4a73bd76df287c
WorldInvestment Banking World 226
Expected outputmake_new_sheet
Published runs4 models · dual config

Task prompt

What the agent was asked to do

Use Planet Fitness' latest financial model, and conduct an ability to pay analysis around Advent's target IRR of 25%. Create a new xlsx sheet, then round all calculated values to two decimal places for: the implied premium paid when target IRRs are 20.0%, 22.5%, 25.0%. Exit multiples are 18x and 20x.

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 minidual1/6FailShare pagePublic trace
GPT-5.4 nanodual6/6PassShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States the Implied Premium at 18x exit multiple and 25% target IRR is -18.51%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 25.0% and 18.00x Exit: “-9.92%”. Assessment: Criterion requires stating the Implied Premium at 18x exit multiple and 25% target IRR is -18.51%; response states a different value, so fail.

  2. States the Implied Premium at 20x exit multiple and 25% target IRR is -10.79%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 25.0% and 20.00x Exit: “-2.24%”. Assessment: Criterion requires -10.79%; response states a different value, so fail.

  3. States the Implied Premium at 18x exit multiple and 22.5% target IRR is -11.27%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 22.5% and 18.00x Exit: “-2.43%”. Assessment: Criterion requires -11.27%; response states a different value, so fail.

  4. States the Implied Premium at 20x exit multiple and 22.5% target IRR is -2.72%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 22.5% and 20.00x Exit: “6.07%”. Assessment: Criterion requires -2.72%; response states a different value and sign, so fail.

  5. States the Implied Premium at 18x exit multiple and 20.0% target IRR is -3.08%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 20.0% and 18.00x Exit: “6.03%”. Assessment: Criterion requires -3.08%; response states a different value and sign, so fail.

  6. States the Implied Premium at 20x exit multiple and 20.0% target IRR is 6.40%

    Fail

    Evidence: TEXT_RESPONSE table shows for Target IRR 20.0% and 20.00x Exit: “15.46%”. Assessment: Criterion requires 6.40%; response states a different value, so fail.