Business Bench

Tasks · desk · Reports

Money in and out by month for the bank meeting

cash-flow-monthly · 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.

Jonah is meeting the bank about a line of credit and needs March to August cash flow from our two bank exports. Build cashflow.xlsx with live formulas and a short memo.md - his note says what he wants.

Workspace

  • cascade_cu_savings_4471.csv
  • first_meridian_checking_x2210.csv
  • note_from_jonah.txt

Expected deliverables

  • cashflow.xlsx
  • memo.md

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
cashflow.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes1
June money in (transfer from savings left out)xlsx_value_presentyes1
June money out (fees and the IRS payment from savings)xlsx_value_presentyes2
August money out (owner's draw in, pending out)xlsx_value_presentyes2
total money in, March to Augustxlsx_value_presentyes1
June bank feesxlsx_value_presentyes1
memo carries the June fee totaltext_numbers_presentyes0
memo names the June fee spiketext_sentence_matchesyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash218.60.1077
Codex / GPT-5.6 sol227.80.9564

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