Raycaster/ Eval

APEX-Agents

GPT-5.4 on Task_World130_CamilleMoingeon_3

4/6Fail
Domain
Management Consulting
Category
AI Agents for Comparable Company Analysis
Harness
dual

Grader rubric

Criteria verdict

  1. States that the new overall scrap rate for the Canned Vegetables product family is 6.7%

  2. States that the new overall scrap rate for the Condiments product family is 6.6%

  3. States that the new overall scrap rate for the Sauces product family is 6.6%

  4. States that the total number of scrap units the Canned Vegetables product family avoids every year as a result of these changes is 290,497

  5. States that the total number of scrap units the Condiments product family avoids every year as a result of these changes is 329,588

  6. States that the total number of scrap units the Sauces product family avoids every year as a result of these changes is 283,526

Prompt excerpt

Task context

Using HarFeast's baseline diagnostic dataset, assess the impact of predictive maintenance on HarFeast's scrap rate. We will pilot predictive maintenance only on equipment a) whose scheduled hours per year are at or above that equipment type's median scheduled hours and b) whose labor hours are at or above its plant's median labor hours. For all equipment qualifying for the pilot, apply the improvement assumptions from the Gogo Food case study. 1. Calculate the new overall scrap rates per product family, rounded to one decimal point place. 2. Calculate the total scrap units each product family avoids per year after these improvements, rounded to the nearest whole number. Please return all results to me in your reply.

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