Business Bench

Tasks · desk · Spreadsheet

Cost out the fall menu, plate by plate

menu-cost-sheet · timeout 1200 s · source

The ask

Sent verbatim as the prompt. The agent works in a copy of the workspace below and sees nothing else.

Can you cost out every dish on the fall menu from Dana's recipe cards and the Harbor price sheet, so I can see what each plate costs us and what we keep? Save it as menu_costs.xlsx with the math as live formulas. Dana left a note about how the kitchen counts it.

Workspace

  • harbor_price_sheet_2026-06.csv
  • harbor_price_sheet_2026-09.csv
  • note_from_dana.txt
  • recipe_cards_fall_2026.xlsx

Expected deliverables

  • menu_costs.xlsx

This task also has a task-specific grader (check.py).

Checks

The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.

CheckTypeRequiredFailed (frozen) / 6
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Smash Burger plate costxlsx_value_presentyes0
Seared Salmon plate costxlsx_value_presentyes0
Mushroom Risotto plate costxlsx_value_presentyes0
plate cost and margin, every dishcustomyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash334.60.0730
Codex / GPT-5.6 sol336.00.6074

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "menu-cost-sheet".