Raycaster/ Eval

APEX-Agents

Gemini 3.1 Pro on World228_SM_Task04

2/2Pass
Domain
Investment Banking
Category
AI Agents for Employment Law Analysis
Harness
dual

Grader rubric

Criteria verdict

  1. States 2024 Net Sales per Employee for Huhtamaki is 231,893 Euros

  2. States 2023 Net Sales per Employee for Huhtamaki is 232,769 Euros

Prompt excerpt

Task context

Please access the 2024 Huhtamaki Annual Report and calculate the Net Sales per employee at end of period for 2023 and 2024. Reply to me here with the the Euros per Employee, rounded to the nearest full Euro amount.

Response trace

Agent response, tools, files, and edits

Open full trace

On a phone, the interactive viewer works best full-screen — pick the narrative report or the files & trajectory workspace.

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.