Business Bench

Tasks · desk · Bookkeeping

Realized FX gain or loss on the euro invoices

fx-invoice-gains · 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.

The auditors want the FX gain or loss on each of our euro invoices from the first half. The invoice register, the bank's wire report and the ECB rates are in the folder, and Miriam's note says how she books it. Save it as fx_results.csv.

Workspace

  • ar_invoice_register_2026-H1.xlsx
  • ecb_reference_rate_usd_2026.csv
  • harbor_trust_incoming_wires_2026-01-01_to_2026-08-31.csv
  • note_from_miriam_controller.txt

Expected deliverables

  • fx_results.csv

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
requested columnscsv_columnsyes2
which invoicescsv_set_equalyes0
row countcsv_row_countyes0
fx gain or loss per invoicecsv_values_matchyes2
euros still opencsv_values_matchyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash331.20.0181
Codex / GPT-5.6 sol111.50.2341

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