Raycaster/ Eval

APEX-Agents

Gemini 3.1 Pro on World 131_MK_Task 2

4/4Pass
Domain
Management Consulting
Category
AI Agents for Infrastructure Finance
Harness
dual

Grader rubric

Criteria verdict

  1. States that the region with the highest total average score is North

  2. States that the total average score for the North region is 88.3

  3. States that the country within the North region with the highest total average score is Netherlands

  4. States that the total average score for Netherlands is 96.9

Prompt excerpt

Task context

Identify the region with the highest average asset-level Total Score (defined as the sum of Criticality Score, Renewable Impact, and Risk Score), and the country within that region that has the highest average Total Score. Tell me the top ranking region, the top ranking country within that region, and the average scores for both. Reply to me with your answer here (rounded to 1 decimal).

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.