Business Bench

Tasks · desk · Spreadsheet

Rep by month sales table from the invoice export

sales-pivot-by-rep · 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.

Kwame needs January to June sales for each rep by month, with totals, from the invoice export in this folder. Save it as sales_by_rep.xlsx and keep it live. His note has what counts.

Workspace

  • invoice_lines_2026-01_to_2026-06.csv
  • note_from_kwame.txt
  • rep_sales_2025H2.xlsx

Expected deliverables

  • sales_by_rep.xlsx

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
live formulasxlsx_has_formulasyes0
no error cellsxlsx_no_errorsyes2
Cruz H1 total (four spellings merged)xlsx_value_presentyes2
Walker H1 total (two spellings merged)xlsx_value_presentyes2
Walker January (credits netted, deposits out)xlsx_value_presentyes2
H1 total, all repsxlsx_value_presentyes2
Patel April reads 0customyes0

Recorded results, complete desk comparison

pass pass, frozen scorer only fail timed out
SystemRepetitionsFrozen / 3Raw / 3Median minutesMean cost (USD)
Proto / DeepSeek V4.1 Flash332.00.0253
Codex / GPT-5.6 sol115.20.5581

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