Business Bench

Tasks · desk · Reports

FY2026 fundraising figures for the board

donor-annual-figures · 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.

Nadia needs this year's fundraising figures for the board packet - totals against last year, the top ten donors and donor retention. Put them in annual_figures.xlsx with live formulas and write a cover memo as memo.md. Her email and the gift policy are in the folder.

Workspace

  • email_from_treasurer.txt
  • gift_reporting_policy.txt
  • gifts_export_2024-01-01_to_2026-06-30.csv

Expected deliverables

  • annual_figures.xlsx
  • memo.md

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
annual_figures.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes2
FY2026 net cash raisedxlsx_value_presentyes0
FY2025 net cash raisedxlsx_value_presentyes1
top donor FY2026 totalxlsx_value_presentyes0
retained donorsxlsx_value_presentyes0
donor retention ratecustomyes0
memo carries both years' totalstext_numbers_presentyes0
memo says the foundation gift was refundedtext_sentence_matchesyes1

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash1113.00.1285
Codex / GPT-5.6 sol119.20.8874

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-annual-figures".