Raycaster/ Eval

APEX-Agents

Gemini 3.1 Pro on World132_DA_Task06

0/4Fail
Domain
Management Consulting
Category
AI Agents for M&A Legal Due Diligence
Harness
dual

Grader rubric

Criteria verdict

  1. States the normalized Snacks Category Penetration Score is 10.00

  2. States the normalized Functional Drinks Category Penetration Score is 6.42

  3. States the normalized Supplements Category Penetration Score is 4.04

  4. States the normalized Protein Powders Category Penetration Score is 1.00

Prompt excerpt

Task context

Analyse category consumption patterns and market penetration using the Category Penetration Score methodology for PureLife’s portfolio strategy. Present the cumulative penetration score for each category under the weighted methodology using the following components: Consumption Frequency Score (35%), Household Penetration Score (35%), and Buyer Loyalty Score (30%). Final calculations should be rounded to two decimals. Give me your response here.

Response trace

Agent response, tools, files, and edits

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Why Eval exists · why Workspace exists

Public evidence and cloud agents are the same harness.

Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.