Business Bench

Tasks · desk · Reports

Spring tuition collected and outstanding by program

tuition-collections · 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.

Where do we stand on spring tuition, program by program - what has actually come in and what is still owed? Save it as collections.xlsx with live formulas. Ingrid's note explains the credits and the payment plans.

Workspace

  • credits_and_discounts.xlsx
  • invoices_autumn_2025.csv
  • invoices_spring_2026.csv
  • note_from_the_bursar.txt
  • payments_bank_feed.csv

Expected deliverables

  • collections.xlsx

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
collections.xlsx existsfile_existsyes0
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes0
Primary collectedxlsx_value_presentyes0
Toddler credits (percentage discounts computed)xlsx_value_presentyes0
Lower Elementary outstandingxlsx_value_presentyes0
total net due after creditsxlsx_value_presentyes0
total collectedxlsx_value_presentyes1

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash335.60.1043
Codex / GPT-5.6 sol129.30.9676

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