Business Bench

Tasks · desk · Spreadsheet

Per-donor giving totals for 2024 and 2025

donor-totals-by-year · 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.

Maya wants each donor's total giving for 2024 and 2025 pulled together from the three gift records in this folder, for the appeal list. Save it as donor_totals.csv. Her email has the counting rules.

Workspace

  • check_deposit_log.xlsx
  • crm_donor_households.csv
  • email_from_development.txt
  • event_gifts_export.csv
  • online_giving_export_2024-2025.csv

Expected deliverables

  • donor_totals.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_columnsyes0
donors who gavecsv_set_equalyes0
one row per householdcsv_row_countyes0
2024 totalscsv_values_matchyes0
2025 totalscsv_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 Flash332.10.0296
Codex / GPT-5.6 sol332.80.3898

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