ModelVerdict

Carrosserie Gauthier SASU · F-11079

FrenchScan13 fields

Document fr-p0007 · layout fr-L02 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Carrosserie Gauthier SASU · F-11079

Verdict

Cheapest without an error: DeepSeek V4.1 Flash at $0.62 per 1,000 documents.

  • Claude Sonnet 5 is also error-free but 17.2× more expensive.
  • Gemma 4 31B is 3.2× cheaper, but: missing field (Net by tax rate).
  • GPT-6 Luna is 1.2× cheaper, but: wrong value (Invoice number).
  • Mistral Small 4 is 1.2× cheaper, but: wrong value (Currency).

Prompt given to every model

Extrayez du document joint les informations suivantes et renvoyez uniquement du JSON avec ces clés :

supplier_name      Nom de l'émetteur de la facture (exactement comme sur le document, accents et forme juridique compris)
supplier_id        Numéro SIRET de l'émetteur (14 chiffres ; ni le numéro de TVA intracommunautaire ni le seul numéro RCS)
vat_id             Numéro de TVA intracommunautaire de l'émetteur
invoice_number     Numéro du document
payment_reference  Référence à rappeler lors du paiement
issue_date         Date d'émission (YYYY-MM-DD)
tax_point_date     Date de la livraison ou de la prestation de services (YYYY-MM-DD)
due_date           Date d'échéance / « à payer avant le » (YYYY-MM-DD)
net_by_rate        Montant HT par taux de TVA, p. ex. {"20": 18450.00, "5.5": 1200.00}
vat_by_rate        Montant de la TVA par taux, p. ex. {"20": 3690.00}
total              Montant total TTC / net à payer (nombre, négatif pour un avoir)
currency           Devise selon ISO 4217 (EUR, GBP, …)
bank_account       IBAN de l'émetteur

Règles :
- Ne renvoyez aucune information concernant le client, uniquement celles de l'émetteur.
- Si une information ne figure pas sur le document, renvoyez null. N'inventez rien.
- Si le document ne comporte pas de ventilation de la TVA (micro-entreprise, demande d'acompte), renvoyez net_by_rate et vat_by_rate à null.
- Montants sous forme de nombres avec un point décimal, sans séparateur de milliers et sans devise.

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 Luna12 / 13 fieldsMistral Small 412 / 13 fieldsDeepSeek V4.1 Flash13 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsMistral Medium 3.513 / 13 fieldsGPT-6 Sol13 / 13 fieldsClaude Sonnet 513 / 13 fields
SupplierCarrosserie Gauthier SASUCarrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)Carrosserie Gauthier SASU (correct)
Supplier ID (EIN, IČO…)7815427740005978154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)78154277400059 (correct)
VAT IDFR12781542774FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)FR12781542774 (correct)
Invoice numberF-11079F-11079 (correct) E-11079wrong valueF-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)
Payment referenceF-11079F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)F-11079 (correct)
Invoice date2025-09-202025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)
Tax point2025-09-202025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)2025-09-20 (correct)
Due date2025-10-052025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)2025-10-05 (correct)
Net by tax rate0 %: 411.30 nullmissing field0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)0 %: 411.30 (correct)
Tax by rate0 %: 0.00— (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)0 %: 0.00 (correct)
Total411.30411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)411.30 (correct)
CurrencyGBPGBP (correct)GBP (correct) EURwrong valueGBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)
Bank accountFR7618206004620006761968172FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)FR7618206004620006761968172 (correct)
Tokensinput / output717 / 2333,127 / 2302,610 / 2051,771 / 5561,529 / 2582,916 / 2,0661,529 / 8652,610 / 2053,127 / 2293,466 / 373
of which hidden reasoningbilled as output0100040101,817610097146
of which from cacheinput billed at a discount4400064006400000
Cost of this documentthis run$0.0002$0.0005$0.0005$0.0006$0.0011$0.0013$0.0044$0.0055$0.0101$0.0107
Per 1,000 documentsfor the same kind of document$0.19$0.51$0.51$0.62$1.10$1.32$4.39$5.45$10.11$10.66
Latencythis run4.1 s3.1 s2.3 s6.1 s1.8 s23.8 s4 s2.4 s5.4 s5.5 s