Raycaster/ Eval

APEX-Agents

Gemini 3 Flash on SP Task 02 World 129

1/2Fail
Domain
Management Consulting
Category
AI Agents for SaaS Due Diligence
Harness
dual

Grader rubric

Criteria verdict

  1. States that the Seat Purchased Surplus for the Medium utilization band in the Enterprise tier, comparing baseline utilization to 2025 targets, is 47,487

  2. States that the difference between the 2025 Target High (>80%) share for the Business tier and the baseline Actual share is 23 percentage points

Prompt excerpt

Task context

Use the baseline seat utilization data against the attached 2025 strategic targets for the following two metrics. 1) What is the Seat Purchased Surplus (Actual Seats minus Target Seats) for the Medium utilization band in the Enterprise tier? 2) What is the difference in percentage points between the Target High (>80%) share for the Business tier and the Actual share? Please provide both answers as a reply here, rounded to the nearest whole number.

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.