Raycaster/ Eval

APEX-Agents · Investment Banking

World224-HS-06

Best published1/7Fail

APEX-Agents task World224-HS-06 in AI Agents for Take-Private Analysis. Compare dual-harness agent runs across models, scores, and public traces.

AI Agents for Take-Private AnalysisInvestment Banking World 224Dual harnessGrader: rubric
task_a757e127fe3a4b148dadeb34ef3540f7
Investment Banking World 224
message_in_console
4 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
Gemini 3.1 Produal1/7Fail
GPT-5.4 minidual1/7Fail
GPT-5.4 nanodual1/7Fail
GPT-5.5dual1/7Fail

Grading rubric

Rubric criteria

Runs are graded against these criteria. Open a run for model-specific verdicts.

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

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

  3. States Net Debt at Exit is $580.85 million

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

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

  6. States MOIC is 2.32x

  7. States IRR % is 18.31%