Business Bench

Tasks · desk · Reports

First-half complaints by category and month

complaints-summary · 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.

Grace needs the first-half complaints broken down by category and month for the board, plus a short memo on what stands out. The log, the web-form export and her note on how to count are in the folder. Save them as complaints.xlsx and memo.md.

Workspace

  • customer_complaints_log_2026.xlsx
  • note_from_ops_manager.txt
  • web_form_tickets_2026-01-01_2026-06-30.csv

Expected deliverables

  • complaints.xlsx
  • memo.md

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
complaints.xlsx existsfile_existsyes0
no formula errorsxlsx_no_errorsyes0
complaints in the halfxlsx_value_presentyes0
worst month totalxlsx_value_presentyes0
Missed pickup totalxlsx_value_presentyes0
Damaged goods totalxlsx_value_presentyes0
memo states the half total and the worst month's counttext_numbers_presentyes0
memo names the worst monthtext_sentence_matchesyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash303.60.0638
Codex / GPT-5.6 sol306.10.5195

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