ModelVerdict

Pavlík a Zeman s.r.o. · 25500457

CzechClean image13 fields

Document cs-p0004 · layout cs-L07 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Pavlík a Zeman s.r.o. · 25500457

Verdict

Cheapest without an error: GPT-6 Luna at $0.17 per 1,000 documents.

  • GPT-6 Sol is also error-free but 88.6× more expensive.

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 valueGPT-6 Luna13 / 13 fieldsGemma 4 31B13 / 13 fieldsDeepSeek V4.1 Flash13 / 13 fieldsMistral Small 411 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.5 Flash Lite12 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsMistral Medium 3.59 / 13 fieldsClaude Sonnet 513 / 13 fieldsGPT-6 Sol13 / 13 fields
SupplierPavlík a Zeman s.r.o.Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct) Pavlík a Žeman s.r.o.lost diacriticsPavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)Pavlík a Zeman s.r.o. (correct)
Supplier ID (EIN, IČO…)6286739362867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)62867393 (correct)
VAT IDCZ62867393CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)CZ62867393 (correct)
Invoice number2550045725500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)25500457 (correct)
Payment reference—— (correct)— (correct)— (correct) OBJ-88446invented value— (correct) 25500457invented value— (correct) OBJ-88446invented value— (correct)— (correct)
Invoice date2025-10-212025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct) 2025-01-21wrong value2025-10-21 (correct)2025-10-21 (correct)
Tax point2025-10-212025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct)2025-10-21 (correct) 2025-01-21wrong value2025-10-21 (correct)2025-10-21 (correct)
Due date2025-12-202025-12-20 (correct)2025-12-20 (correct)2025-12-20 (correct)2025-12-20 (correct)2025-12-20 (correct)2025-12-20 (correct)2025-12-20 (correct) 2025-08-20wrong value2025-12-20 (correct)2025-12-20 (correct)
Net by tax rate21 %: 122946.3821 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)21 %: 122946.38 (correct)
Tax by rate21 %: 25818.7421 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)21 %: 25818.74 (correct)
Total148765.12148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)148765.12 (correct)
CurrencyCZKCZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)CZK (correct)
Bank account6769188089/20106769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)6769188089/2010 (correct)
Tokensinput / output5,165 / 229704 / 2501,746 / 3902,592 / 2073,286 / 1,0371,516 / 2571,516 / 5872,592 / 2075,317 / 2215,165 / 183
of which hidden reasoningbilled as output1010241079803380055
of which from cacheinput billed at a discount5,162427742064000000
Cost of this documentthis run$0.0002$0.0002$0.0005$0.0005$0.0009$0.0011$0.0033$0.0054$0.0128$0.0147
Per 1,000 documentsfor the same kind of document$0.17$0.20$0.48$0.51$0.89$1.10$3.34$5.44$12.84$14.74
Latencythis run3.1 s8.8 s4.7 s2.1 s15 s2.2 s3.8 s3.8 s3.8 s4 s