Business Bench

Tasks · desk · Reports

Volunteer hours per program for the county

volunteer-hours · 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 county wants our volunteer hours for July and August, per volunteer and per program. Everything is in the folder and Gloria's note explains the sign-ins. Save it as volunteer_hours.csv in the county's format.

Workspace

  • county_volunteer_hours_template.csv
  • kiosk_signins_2026-07-01_to_2026-08-31.csv
  • note_from_gloria.txt
  • paper_signin_sheets_typed.xlsx
  • volunteer_roster.xlsx

Expected deliverables

  • volunteer_hours.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
county template columnscsv_columnsyes0
volunteers who servedcsv_set_equalyes0
row countcsv_row_countyes0
overnight shelter hourscsv_values_matchyes0
pantry and tutoring hourscsv_values_matchyes0
meal delivery hourscsv_values_matchyes0
total hourscsv_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 Flash332.00.0254
Codex / GPT-5.6 sol331.90.2625

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