Atlanta Office Products LLC · A-001328
PDF text layer (the model received only this text)
Invoice No. A-001328
FROM BILL TO
Atlanta Office Products LLC Parker SAS
8518 Cedar Lane 18 rue de la République
Atlanta, GA 30344 69002 Lyon
Tel. (471) 555-0196 EIN: 94-4067996 France
Invoice date 01/04/2026 Wire transfer instructions
Terms Net 60 Bank PNC Bank, N.A.
Due date 03/05/2026 Account name Atlanta Office Products LLC
P.O. number PO-12381 ABA routing no. 043000096
Account number 50761492
SWIFT PNCCUS33
Payment reference A-001328
Description Qty Unit Unit price Tax Amount
NM-B wire 12/2, 250 ft 4 roll 102.74 410.96
Subtotal 410.96
Non-taxable 410.96
Total 410.96
Total due: €410.96
Export sale: no U.S. sales tax charged.
Thank you for your business!
Prepared by: Michael Carter
Verdict
Cheapest without an error: Gemma 4 31B at $0.16 per 1,000 documents.
- GPT-6 Sol is also error-free but 28.5× more expensive.
Prompt given to every model
Extract the following data from the attached document and return only JSON with these keys:
supplier_name supplier's name (exactly as printed, including the legal form)
supplier_id supplier's tax ID (EIN), if printed
invoice_number document number
payment_reference payment reference to quote with the payment
issue_date invoice date (YYYY-MM-DD)
due_date due date (YYYY-MM-DD)
net_by_rate amount per sales tax rate, e.g. {"8.25": 1845.00}; non-taxable amounts under "0"
vat_by_rate sales tax per rate, e.g. {"8.25": 152.21}
total total due (number, negative for credit notes)
currency ISO 4217 currency code (USD, GBP, EUR, …)
bank_account supplier's bank details as "routing-number account-number", or IBAN
Rules:
- Return the supplier's data only, never the customer's.
- If a value is not on the document, return null. Do not guess.
- If the document has no tax breakdown, return net_by_rate and vat_by_rate as null.
- Amounts as numbers with a decimal point, no thousands separators and no currency symbol.
How we score
Exact match per field after normalising dates, amounts and whitespace. Missing diacritics count as an error. Cost is the real token spend of this run, converted at the rate shown in the footer.
What each model extracted
| Field | Correct value | Gemma 4 31B11 / 11 fields | Mistral Small 49 / 11 fields | GPT-6 Luna11 / 11 fields | Gemini 3.5 Flash Lite9 / 11 fields | DeepSeek V4.1 Flash11 / 11 fields | Qwen3.8 Flash10 / 11 fields | Mistral Medium 3.511 / 11 fields | Gemini 3.8 Flash11 / 11 fields | Claude Sonnet 511 / 11 fields | GPT-6 Sol11 / 11 fields |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Supplier | Atlanta Office Products LLC | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) | Atlanta Office Products LLC (correct) |
| Supplier ID (EIN, IČO…) | 94-4067996 | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) | 94-4067996 (correct) |
| Invoice number | A-001328 | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) |
| Payment reference | A-001328 | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) | A-001328 (correct) |
| Invoice date | 2026-01-04 | 2026-01-04 (correct) | 2026-04-01wrong value | 2026-01-04 (correct) | 2026-04-01wrong value | 2026-01-04 (correct) | 2026-01-04 (correct) | 2026-01-04 (correct) | 2026-01-04 (correct) | 2026-01-04 (correct) | 2026-01-04 (correct) |
| Due date | 2026-03-05 | 2026-03-05 (correct) | 2026-05-03wrong value | 2026-03-05 (correct) | 2026-05-03wrong value | 2026-03-05 (correct) | 2026-03-05 (correct) | 2026-03-05 (correct) | 2026-03-05 (correct) | 2026-03-05 (correct) | 2026-03-05 (correct) |
| Net by tax rate | 0 %: 410.96 | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | : 410.96}, %: 410.96wrong rate | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) | 0 %: 410.96 (correct) |
| Tax by rate | 0 %: 0.00 | 0 %: 0.00 (correct) | — (correct) | 0 %: 0.00 (correct) | 0 %: 0.00 (correct) | 0 %: 0.00 (correct) | — (correct) | — (correct) | 0 %: 0.00 (correct) | — (correct) | 0 %: 0.00 (correct) |
| Total | 410.96 | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) | 410.96 (correct) |
| Currency | EUR | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) | EUR (correct) |
| Bank account | 043000096 50761492 | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) | 043000096 50761492 (correct) |
| Tokens | input / output | 676 / 169 | 627 / 154 | 671 / 273 | 664 / 203 | 837 / 940 | 992 / 2,327 | 627 / 154 | 664 / 792 | 853 / 180 | 671 / 328 |
| of which hidden reasoning | billed as output | 0 | 0 | 170 | 0 | 723 | 2,134 | 0 | 625 | 0 | 223 |
| of which from cache | input billed at a discount | 306 | 0 | 0 | 0 | 440 | 512 | 0 | 0 | 0 | 0 |
| Cost of this document | this run | $0.0002 | $0.0002 | $0.0002 | $0.0007 | $0.0007 | $0.0012 | $0.0021 | $0.0035 | $0.0035 | $0.0046 |
| Per 1,000 documents | for the same kind of document | $0.16 | $0.19 | $0.20 | $0.71 | $0.71 | $1.17 | $2.10 | $3.47 | $3.51 | $4.62 |
| Latency | this run | 9.6 s | 1.1 s | 3.3 s | 1 s | 12.1 s | 33 s | 1.2 s | 3 s | 2.2 s | 5.7 s |