Raycaster/ Eval

APEX-Agents

GPT-5.4 on Task 3uy1546e

3/6Fail
Domain
Management Consulting
Category
AI Agents for Real Estate Lease Review
Harness
dual

Grader rubric

Criteria verdict

  1. States that the year with the highest average stay length for Bronze Tier members is 2022

  2. States that the year with the lowest average stay length for Bronze Tier members is 2025

  3. States that in 2022 the average stay length for Bronze Tier members with a cobranded credit card who stayed at a Summit Express is 4.6 days

  4. States that in 2022 the average stay length for Bronze Tier members without a cobranded credit card who stayed at a Summit Express is 3.8 days

  5. States that in 2025 the average stay length for Bronze Tier members with a cobranded credit card who stayed at a Summit Express is 2.8 days

  6. States that in 2025 the average stay length for Bronze Tier members without a cobranded credit card who stayed at a Summit Express is 4.1 days

Prompt excerpt

Task context

Determine which years have the highest and lowest average stay lengths for Bronze Tier members. For each of those years, report the average stay length for Bronze Tier members who stayed at a Summit Express property, segmented by whether they used a co-branded credit card or not. Use the latest merged member profile data spreadsheets file and the stay & booking data spreadsheets files for the analysis. Use check-in date to determine the date of stay. Return your answers to me here, with numerical values rounded to the nearest 0.1.

Response trace

Agent response, tools, files, and edits

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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.