Tasks · desk · Spreadsheet
Work out what the carrier should charge per order
shipping-rate-lookup · 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.
Before Cascade's invoice arrives I want to know what each of today's orders should cost to ship. Use their rate card and the emails in the folder, and save it as orders_shipping.csv.
Workspace
- cascade_parcel_rate_card.xlsx
- email_cascade_residential.txt
- orders_to_ship_2026-09-11.csv
Expected deliverables
- orders_shipping.csv
Checks
The task passes only when every required check passes. Reference answers, tolerances, and the planted traps are in the repository, not here.
| Check | Type | Required | Failed (frozen) / 6 |
|---|---|---|---|
| requested columns | csv_columns | yes | 0 |
| every order priced | csv_set_equal | yes | 0 |
| row count | csv_row_count | yes | 0 |
| zone | csv_values_match | yes | 1 |
| billable weight | csv_values_match | yes | 0 |
| shipping cost | csv_values_match | yes | 1 |
Recorded results, complete desk comparison
pass pass, frozen scorer only fail timed out
| System | Repetitions | Frozen / 3 | Raw / 3 | Median minutes | Mean cost (USD) |
|---|---|---|---|---|---|
| Proto / DeepSeek V4.1 Flash | 2 | 2 | 2.1 | 0.0338 | |
| Codex / GPT-5.6 sol | 3 | 3 | 1.8 | 0.2926 |
Per-attempt check verdicts, raw and frozen verdicts, usage, receipt and artifact hashes for this task are in results/latest/attempts.jsonl under "task": "shipping-rate-lookup".