Raycaster / evalsBack to AI Agents for M&A Legal Due Diligence

APEX-Agents · Investment Banking

World224-HS-09

2/2Pass

APEX-Agents task World224-HS-09 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for M&A Legal Due DiligenceInvestment Banking World 224Dual harnessGrader: rubric
Task IDtask_ea4d33144e2642fbbb6880c8bbd7f290
WorldInvestment Banking World 224
Expected outputmessage_in_console
Published runs4 models · dual config

Task prompt

What the agent was asked to do

Please assess the impact of reducing the entry premium by 5% and illustrate the potential impact on the deal return. Use the LBO model. 1. Reduce the deal premium by 5%, from 35% to 30%. 2. Reduce the Exit Multiple from 35.0x to 34.0x. 3. Ensure all interest expense calculations are based on the average of the beginning and ending debt balance in the period. Report just the MOIC and IRR %, return it back here. All percentages and multiples must be rounded to two decimal places.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual2/2PassShare pagePublic trace
Gemini 3.1 Produal2/2PassShare pagePublic trace
GPT-5.4 minidual2/2PassShare pagePublic trace
GPT-5.4 nanodual0/2FailShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States MOIC is 2.57x

    Pass

    Evidence: TEXT_RESPONSE states "MOIC: 2.57x". Assessment: Criterion "States MOIC is 2.57x" is met exactly.

  2. States IRR% is 20.76%

    Pass

    Evidence: TEXT_RESPONSE states "IRR: 20.76%". Assessment: Criterion "States IRR% is 20.76%" is met exactly.