Business Bench

Tasks · desk · Bookkeeping

West Gallery budget burn for the capital committee

project-budget-burn · 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.

Alma needs the West Gallery budget burn for the capital committee - where each cost code stands. Her email explains how she counts it. Save it as burn.xlsx.

Workspace

  • ap_invoices_project_WG-26.csv
  • change_order_log.xlsx
  • email_from_director.txt
  • purchase_orders_west_gallery.csv
  • west_gallery_budget_board_approved.xlsx

Expected deliverables

  • burn.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
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
exhibit fabrication committedxlsx_value_presentyes0
HVAC remainingxlsx_value_presentyes0
electrical remainingxlsx_value_presentyes0
gallery lighting spentxlsx_value_presentyes0
design fees spentxlsx_value_presentyes0
total committedxlsx_value_presentyes0
total remainingxlsx_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 Flash336.30.1054
Codex / GPT-5.6 sol336.10.7655

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