Raycaster/ Eval

APEX-Agents

gpt-5.4-mini on World226_PD_01

3/4Fail
Domain
Investment Banking
Category
AI Agents for Take-Private Analysis
Harness
dual

Grader rubric

Criteria verdict

  1. States that Planet Fitness, Inc.’s operating cost margin average from FY2021 to FY2024 is 61.66%

  2. States that The Gym Group’s operating cost margin average from FY2021 to FY2024 is 65.94%

  3. States that Life Time Group Holdings' operating cost margin average from FY2021 to FY2024 is 88.95%

  4. States that Xponential Fitness, Inc.’s operating cost margin average from FY2021 to FY2024 is 103.40%

Prompt excerpt

Task context

Calculate operating cost before D&A as a percentage of sales ("operating cost margin") for each of GYM, Life Time, Planet Fitness, and Xponential fitness for each year from FY2021 to FY2024 before D&A, then calculate the average of those results. Print your answers as a reply to me here. Give them as percentages, rounded to two decimal places.

Response trace

Agent response, tools, files, and edits

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Eval publishes runs. Workspace runs agents on files.

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