ModelVerdict

Moravská energetická spol. s r.o. · 25101373

CzechScan13 fields

Document cs-p0011 · layout cs-L01 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Moravská energetická spol. s r.o. · 25101373

Verdict

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

  • GPT-6 Sol is also error-free but 20.1× more expensive.
  • Gemma 4 31B is 2.4× cheaper, but: wrong value (Bank account).

Prompt given to every model

Z přiloženého dokladu vytěž údaje a vrať pouze JSON s těmito klíči:

supplier_name      název dodavatele (přesně jak je na dokladu, včetně diakritiky a právní formy)
supplier_id        IČO dodavatele
vat_id             DIČ dodavatele
invoice_number     číslo dokladu
payment_reference  variabilní symbol
issue_date         datum vystavení (YYYY-MM-DD)
tax_point_date     datum uskutečnění zdanitelného plnění, DUZP (YYYY-MM-DD)
due_date           datum splatnosti (YYYY-MM-DD)
net_by_rate        základ daně podle sazeb DPH, např. {"21": 18450.00, "12": 1200.00}
vat_by_rate        DPH podle sazeb, např. {"21": 3874.50}
total              celkem k úhradě (číslo, záporné u dobropisu)
currency           měna podle ISO 4217 (CZK, EUR, …)
bank_account       číslo účtu dodavatele (tvar předčíslí-číslo/kód banky) nebo IBAN

Pravidla:
- Údaje odběratele nevracej, jen dodavatele.
- Pokud údaj na dokladu není, vrať null. Nic si nedomýšlej.
- Pokud doklad neobsahuje rozpis DPH (neplátce, zálohová faktura), vrať net_by_rate a vat_by_rate jako null.
- Částky jako čísla s desetinnou tečkou, bez oddělovačů tisíců a bez měny.

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 31B12 / 13 fieldsGPT-6 Luna13 / 13 fieldsMistral Small 413 / 13 fieldsDeepSeek V4.1 Flash13 / 13 fieldsQwen3.8 Flash12 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsMistral Medium 3.512 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsClaude Sonnet 513 / 13 fieldsGPT-6 Sol13 / 13 fields
SupplierMoravská energetická spol. s r.o.Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)Moravská energetická spol. s r.o. (correct)
Supplier ID (EIN, IČO…)7308655073086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)73086550 (correct)
VAT IDCZ73086550CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)CZ73086550 (correct)
Invoice number2510137325101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)
Payment reference2510137325101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)25101373 (correct)
Invoice date2025-10-312025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)
Tax point2025-10-312025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)2025-10-31 (correct)
Due date2025-11-142025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)2025-11-14 (correct)
Net by tax rate21 %: 102876.3321 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)21 %: 102876.33 (correct)
Tax by rate21 %: 21604.0321 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)21 %: 21604.03 (correct)
Total124480.36124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)124480.36 (correct)
CurrencyCZKCZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)
Bank accountCZ6801000000008698507992 0100 0000 0086 9850wrong valueCZ6801000000008698507992 (correct)CZ68 0100 0000 0086 9850/7992 (correct)CZ6801000000008698507992 (correct) CZ680100000008698507992wrong valueCZ68 0100 0000 0086 9850 7992 (correct) CZ68010000000000869850/7992wrong valueCZ68 0100 0000 0086 9850 7992 (correct)CZ6801000000008698507992 (correct)CZ68 0100 0000 0086 9850 7992 (correct)
Tokensinput / output704 / 2623,122 / 2052,592 / 2221,746 / 4392,911 / 1,0521,516 / 2702,592 / 2201,516 / 1,4643,396 / 2273,122 / 209
of which hidden reasoningbilled as output0730274796001,194069
of which from cacheinput billed at a discount4270061464000000
Cost of this documentthis run$0.0002$0.0005$0.0005$0.0005$0.0008$0.0011$0.0055$0.0066$0.0091$0.0099
Per 1,000 documentsfor the same kind of document$0.20$0.49$0.52$0.54$0.85$1.13$5.54$6.63$9.06$9.89
Latencythis run10.3 s3.6 s2.8 s5.2 s13.3 s1.9 s3.3 s7 s3.9 s3.4 s