Business Bench

Tasks · desk · Spreadsheet

First-half sales in dollars across three currencies

multi-currency-sales · 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.

The bank wants our January to June sales in dollars, month by month, from the three sales files in this folder. Save it as sales_usd.xlsx with live totals - my note to Beatrix says how to convert.

Workspace

  • eu_marketplace_statements_2026.csv
  • fx_monthly_average_rates.xlsx
  • note_from_claire.txt
  • uk_stockist_invoices_2026H1.xlsx
  • us_webstore_orders_2026-01-01_to_2026-06-30.csv

Expected deliverables

  • sales_usd.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
sales_usd.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
March total in dollarsxlsx_value_presentyes0
EU marketplace H1 in dollarsxlsx_value_presentyes0
H1 total in dollarsxlsx_value_presentyes0
April flagged, no borrowed ratecustomyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash335.30.0500
Codex / GPT-5.6 sol335.10.5339

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