ModelVerdict

Mark Lee

English (US)Text7 fields

Document en-p0018 · layout ticket · 7 fields · public part of the dataset · Same invoice in Czech → · Report an error in this example

Text (the model got exactly this text)

Ticket #52026 · Damaged delivery

Customer: Mark Lee

The customer reports that the goods from order SO-393979 arrived damaged and asks for a replacement.
The replacement ships no later than September 11, 2026.
Assigned to: Kelly Delacruz.

Verdict

Cheapest without an error: Mistral Small 4 at $0.05 per 1,000 documents.

  • Claude Sonnet 5 is also error-free but 71.1× more expensive.

Prompt given to every model

Find all personal data of natural persons in the text below (for anonymisation) and return only
JSON with these keys, each a list of strings (an empty list when there is none):

person_names       full names of people, each person once, as written in the text
email_addresses    email addresses of people
phone_numbers      phone numbers of people, as written
postal_addresses   home or delivery addresses of people, as written (street, city, ZIP)
birth_dates        dates of birth (YYYY-MM-DD)
national_ids       national identification numbers (e.g. SSN, birth numbers)
bank_accounts      bank account numbers of people, as written

Rules:
- Only data of natural persons. Company names, company registration or tax numbers (EIN, IČO,
  VAT), generic company addresses such as info@ or support@, order and ticket numbers are not
  personal data: leave them out.
- Dates that are not dates of birth (meetings, deliveries, start dates) are not personal data.
- Do not invent or complete values; copy them from the text.

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 valueMistral Small 47 / 7 fieldsGemma 4 31B7 / 7 fieldsGPT-6 Luna7 / 7 fieldsQwen3.8 Flash7 / 7 fieldsDeepSeek V4.1 Flash7 / 7 fieldsGemini 3.5 Flash Lite7 / 7 fieldsMistral Medium 3.57 / 7 fieldsGemini 3.8 Flash7 / 7 fieldsGPT-6 Sol7 / 7 fieldsClaude Sonnet 57 / 7 fields
NamesMark Lee; Kelly DelacruzMark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)Mark Lee; Kelly Delacruz (correct)
Email addresses—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Phone numbers—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (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)
Tokensinput / output300 / 50324 / 52419 / 80623 / 220551 / 162312 / 75300 / 55312 / 253419 / 621,013 / 136
of which hidden reasoningbilled as output0034149110002111651
of which from cacheinput billed at a discount203248051236600000
Cost of this documentthis run$0.0000$0.0001$0.0001$0.0001$0.0002$0.0003$0.0009$0.0012$0.0015$0.0034
Per 1,000 documentsfor the same kind of document$0.05$0.07$0.08$0.13$0.15$0.28$0.86$1.18$1.46$3.39
Latencythis run0.8 s2.1 s1.5 s5.2 s2.3 s0.6 s0.6 s1.4 s2.2 s3.4 s