ModelVerdict

Gomez & Sons, LLC · 7855

English (US)Scan11 fields

Document en-p0037 · layout en-L07 · 11 fields · public part of the dataset · Same invoice in Czech → · Report an error in this example

Gomez & Sons, LLC · 7855

Verdict

Cheapest without an error: GPT-6 Luna at $0.49 per 1,000 documents.

  • GPT-6 Sol is also error-free but 19.1× more expensive.
  • Gemma 4 31B is 3× cheaper, but: wrong value (Net by tax rate).

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

FieldCorrect valueGemma 4 31B9 / 11 fieldsGPT-6 Luna11 / 11 fieldsMistral Small 410 / 11 fieldsDeepSeek V4.1 Flash11 / 11 fieldsQwen3.8 Flash11 / 11 fieldsGemini 3.5 Flash Lite11 / 11 fieldsGemini 3.8 Flash11 / 11 fieldsMistral Medium 3.59 / 11 fieldsClaude Sonnet 511 / 11 fieldsGPT-6 Sol11 / 11 fields
SupplierGomez & Sons, LLCGomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)Gomez & Sons, LLC (correct)
Supplier ID (EIN, IČO…)03-871224303-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)03-8712243 (correct)
Invoice number78557855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)
Payment reference78557855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)7855 (correct)
Invoice date2026-03-122026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)2026-03-12 (correct)
Due date2026-04-112026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)2026-04-11 (correct)
Net by tax rate6.75 %: 1936.17, 9.25 %: 3359.55 6.75 %: 1936.17, 9.25 %: 310.76wrong value6.75 %: 1936.17, 9.25 %: 3359.55 (correct) 0 %: 5295.72, 6.75 %: 1936.17, 9.25 %: 310.76wrong value6.75 %: 1936.17, 9.25 %: 3359.55 (correct)6.75 %: 1936.17, 9.25 %: 3359.55 (correct)6.75 %: 1936.17, 9.25 %: 3359.55 (correct)6.75 %: 1936.17, 9.25 %: 3359.55 (correct) 0 %: 1936.17, 6.75 %: 130.69, 9.25 %: 310.76wrong value6.75 %: 1936.17, 9.25 %: 3359.55 (correct)6.75 %: 1936.17, 9.25 %: 3359.55 (correct)
Tax by rate6.75 %: 130.69, 9.25 %: 310.76 6.75 %: 130.69, 9.25 %: 335.95wrong value6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct) 6.75 %: 3359.55, 9.25 %: 5737.17wrong value6.75 %: 130.69, 9.25 %: 310.76 (correct)6.75 %: 130.69, 9.25 %: 310.76 (correct)
Total5737.175737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)5737.17 (correct)
CurrencyUSDUSD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)
Bank account026009593 68419924057026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)026009593 68419924057 (correct)
Tokensinput / output584 / 2042,896 / 2622,693 / 2071,549 / 4692,680 / 8891,406 / 2431,406 / 6322,693 / 2213,119 / 2222,896 / 219
of which hidden reasoningbilled as output085027765404550092
of which from cacheinput billed at a discount3070043638400000
Cost of this documentthis run$0.0002$0.0005$0.0005$0.0006$0.0008$0.0010$0.0034$0.0057$0.0085$0.0094
Per 1,000 documentsfor the same kind of document$0.16$0.49$0.53$0.56$0.77$1.03$3.42$5.70$8.46$9.43
Latencythis run10.6 s4.1 s1.9 s6.4 s12.4 s1.6 s2.8 s3.2 s3.5 s4.1 s