Raycaster/ Eval

APEX-Agents

gpt-5.4-nano on World224-JR-02

1/5Fail
Domain
Investment Banking
Category
AI Agents for M&A Legal Due Diligence
Harness
dual

Grader rubric

Criteria verdict

  1. States Percentage Change for Growth rate scale is -5.80%

  2. States Percentage Change for Customer acquisition costs is 2.33%

  3. States Percentage Change for R&D cost is 4.41%

  4. States Percentage Change for Debt costs scale is 121.97%

  5. States Percentage Change for EBITDA multiple is -3.68%

Prompt excerpt

Task context

Assess how much certain business drivers must move to bring IRR below 20%. The stock price has fallen to $87.00. Use the LBO model for the info. 1. Find the critical point (percentages to 2 decimal places) for each of the below business drivers at which rounded IRR would be pushed down to 19.99% from above: a) 'Growth rate scale' (correct the approach for Year 1/2) b) 'Customer acquisition costs' c) 'R&D cost' d) 'Debt costs' e) 'EBITDA multiple' Assumptions and constraints: 1. EBITDA is not to fall below $91 million for any year. If this threshold is passed the new constraint becomes EBITDA for each individual year instead of the IRR. 2. 'Debt costs' should be set to 0% for all other sensitivities. Create a new sheet that shows values for the five major business drivers.

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Eval publishes runs. Workspace runs agents on files.

Eval publishes task details, available traces, output files, and rubric results.Workspace is Raycaster’s product for running agents on files.