Business Bench

Tasks · desk · Spreadsheet

Monthly miles per van for the insurer

fleet-mileage-monthly · 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 insurance renewal needs miles per van per month for January to June, worked out from the fuel card export. Save it as mileage.csv. Tom's note says how he wants it counted.

Workspace

  • fuel_card_export_2026-01-01_2026-07-02.csv
  • note_from_ops.txt
  • shop_log_2026.csv
  • vehicle_list.xlsx

Expected deliverables

  • mileage.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
requested columnscsv_columnsyes0
every vancsv_set_equalyes0
a row for every van and monthcsv_row_countyes0
miles per van 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 Flash332.20.0254
Codex / GPT-5.6 sol332.50.3183

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