Business Bench

Tasks · desk · Spreadsheet

Spring no-show rates by tutor under the 24-hour policy

appointment-no-shows · 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.

Priyanka wants the spring no-show rates for each tutor, month by month, from the booking export. Save it as no_show_rates.csv; her note and the attendance policy are in the folder.

Workspace

  • attendance_policy.txt
  • bookings_export_2026-03-01_2026-05-31.csv
  • no_show_rates_winter_term.csv
  • note_from_owner.txt

Expected deliverables

  • no_show_rates.csv

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
winter file columnscsv_columnsyes0
every tutorcsv_set_equalyes0
one row per tutor and monthcsv_row_countyes0
no-shows and rate per tutor and monthcustomyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash311.50.0194
Codex / GPT-5.6 sol311.70.2325

Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "appointment-no-shows".