Business Bench

Tasks · desk · Bookkeeping

Shrinkage by department from the Sunday floor count

inventory-shrinkage · timeout 1800 s · source

The ask

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

Rhea needs our shrinkage from Sunday's floor count for the insurance renewal. The count sheet, the POS reports and her note are in the folder. Save it as shrinkage.xlsx.

Workspace

  • damage_log_august.csv
  • floor_count_2026-08-30.xlsx
  • note_from_rhea.txt
  • pos_item_movements_2026-08-30_to_2026-08-31.csv
  • pos_on_hand_export_2026-08-31_1115.csv

Expected deliverables

  • shrinkage.xlsx

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
shrinkage.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Dog Food valuexlsx_value_presentyes0
Cat Food valuexlsx_value_presentyes0
Treats & Chews valuexlsx_value_presentyes0
Aquarium valuexlsx_value_presentyes0
total net shrinkagexlsx_value_presentyes0
damage set asidexlsx_value_presentyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash315.30.0800
Codex / GPT-5.6 sol327.90.7501

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