Raycaster/ Eval

SpreadsheetBench

Gemini 3.1 Pro on 52532

1/1Pass
Domain
SpreadsheetBench
Category
AI Agents for Spreadsheet Automation and Workbook Editing
Harness
dual

Prompt excerpt

Task context

You are solving a spreadsheet benchmark task in a real workbook. Objective: Produce the correct final workbook state for the expected answer region. What matters: - Only the values in the expected answer region will be graded. - The workbook is the answer. Instructions: 1. Read the workbook and inspect the relevant data region first. 2. Infer the required result for the provided workbook instance. 3. Write the final value(s) directly into the expected answer region. 4. Do not rely on prose, formulas in your chat response, pseudocode, or VBA as the answer unless the benchmark explicitly requires those to be written into cells. 5. If the natural-language task asks for a general method, formula, or macro, convert that into the concrete result needed for this workbook instance. 6. Keep your final text response short and only summarize the workbook cells you changed. Relevant data region(s): Expected answer region(s): H2:H8 Expected answer sheet(s): Task: How can I automatically calculate the number of wins for each player in my spreadsheet which currently tracks game scores? I manually recorded the win count in column H for each player, corresponding to the player with the highest score in each game. For instance, Tim won 3 times. I need a formula to populate column H with these counts instead of entering them manually. I'm not familiar with how to search for similar questions on this forum, and I've attached the relevant file for reference.

Response trace

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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.