Vlastimil Urban

CzechText7 fields

Document cs-p0024 · layout email · 7 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Text (the model got exactly this text)

Dobrý den,

posílám slíbené podklady. Termín dodání potvrzujeme na 15. 4. 2026.

S pozdravem
Vlastimil Urban
Malý, IČO: 40514836, DIČ: CZ40514836
Mobil: +420 742 366 858
E-mail: vlastimil.urban@mail.example
Obecné dotazy: office@maly.example

Verdict

Cheapest without an error: Mistral Small 4 at $0.07 per 1,000 documents.

Claude Sonnet 5 is also error-free but 57.1× more expensive.

Prompt given to every model

Najděte v textu níže všechny osobní údaje fyzických osob (pro anonymizaci) a vraťte pouze JSON
s těmito klíči, každý jako seznam řetězců (prázdný seznam, když žádný není):

person_names       celá jména osob, každou osobu jednou, jak jsou v textu
email_addresses    e-mailové adresy osob
phone_numbers      telefonní čísla osob, jak jsou v textu
postal_addresses   adresy bydliště nebo doručení osob, jak jsou v textu (ulice, obec, PSČ)
birth_dates        data narození (YYYY-MM-DD)
national_ids       národní identifikační čísla (např. rodné číslo, SSN)
bank_accounts      čísla bankovních účtů osob, jak jsou v textu

Pravidla:
- Jen údaje fyzických osob. Názvy firem, IČO, DIČ a jiná čísla firem, obecné firemní adresy jako
  info@ nebo support@, čísla objednávek a tiketů nejsou osobní údaje: vynechte je.
- Data, která nejsou datem narození (porady, dodání, nástup), nejsou osobní údaje.
- Hodnoty nevymýšlejte ani nedoplňujte; opište je z textu.

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	Mistral Small 47 / 7 fields	GPT-6 Luna7 / 7 fields	Gemma 4 31B7 / 7 fields	DeepSeek V4.1 Flash7 / 7 fields	Qwen3.8 Flash7 / 7 fields	Gemini 3.5 Flash Lite7 / 7 fields	Mistral Medium 3.57 / 7 fields	GPT-6 Sol7 / 7 fields	Gemini 3.8 Flash7 / 7 fields	Claude Sonnet 57 / 7 fields
Names	Vlastimil Urban	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)	Vlastimil Urban (correct)
Email addresses	vlastimil.urban@mail.example	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)	vlastimil.urban@mail.example (correct)
Phone numbers	+420 742 366 858	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)	+420 742 366 858 (correct)
Addresses	—	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)
Dates of birth	—	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)
National IDs	—	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)
Bank accounts	—	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)	— (correct)
Tokens	input / output	446 / 73	540 / 87	449 / 109	707 / 247	752 / 671	437 / 108	446 / 76	540 / 105	437 / 602	1,163 / 157
of which hidden reasoning	billed as output	0	26	0	181	567	0	0	44	494	56
of which from cache	input billed at a discount	315	0	331	500	512	0	267	0	0	0
Cost of this document	this run	$0.0001	$0.0001	$0.0001	$0.0002	$0.0004	$0.0004	$0.0012	$0.0021	$0.0026	$0.0039
Per 1,000 documents	for the same kind of document	$0.07	$0.10	$0.11	$0.21	$0.36	$0.40	$1.24	$2.13	$2.59	$3.90
Latency	this run	0.8 s	2.2 s	3.1 s	2.5 s	10.9 s	0.8 s	0.7 s	2.6 s	2.5 s	3.9 s