ModelVerdict

Couverture Durand SA · F-11179

FrenchPhoto13 fields

Document fr-p0039 · layout fr-L01 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Couverture Durand SA · F-11179

Verdict

Cheapest without an error: GPT-6 Luna at $0.57 per 1,000 documents.

  • Claude Sonnet 5 is also error-free but 33.9× more expensive.
  • Gemma 4 31B is 2.6× cheaper, but: wrong value (Bank account).
  • Mistral Small 4 is 1× cheaper, but: swapped dates (Tax point).

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 fieldsMistral Small 412 / 13 fieldsGPT-6 Luna13 / 13 fieldsQwen3.8 Flash13 / 13 fieldsDeepSeek V4.1 Flash12 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsMistral Medium 3.512 / 13 fieldsGPT-6 Sol13 / 13 fieldsClaude Sonnet 513 / 13 fields
SupplierCouverture Durand SACouverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)Couverture Durand SA (correct)
Supplier ID (EIN, IČO…)8065203750016380652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)80652037500163 (correct)
VAT IDFR24806520375FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)FR24806520375 (correct)
Invoice numberF-11179F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)
Payment referenceF-11179F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)F-11179 (correct)
Invoice date2025-03-072025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)
Tax point2025-03-072025-03-07 (correct) 2025-03-22swapped dates2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)2025-03-07 (correct)
Due date2025-03-222025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)2025-03-22 (correct)
Net by tax rate20 %: 1239.73, 5.5 %: 95.0420 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)20 %: 1239.73, 5.5 %: 95.04 (correct)
Tax by rate20 %: 247.95, 5.5 %: 5.2320 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct) 20 %: 52.30, 5.5 %: 5.23wrong value20 %: 247.95, 5.5 %: 5.23 (correct)20 %: 247.95, 5.5 %: 5.23 (correct)
Total1587.951587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)1587.95 (correct)
CurrencyEUREUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)
Bank accountFR7630003014763076370608292 FR76300803014763076370680292wrong valueFR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct) FR763000303014763076370608292wrong valueFR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct)FR7630003014763076370608292 (correct)
Tokensinput / output717 / 2902,720 / 2352,773 / 4422,621 / 1,0181,717 / 8581,529 / 2881,529 / 8562,720 / 2482,773 / 3573,125 / 1,301
of which hidden reasoningbilled as output00295782523064202101,045
of which from cacheinput billed at a discount4400064064000000
Cost of this documentthis run$0.0002$0.0005$0.0006$0.0008$0.0008$0.0012$0.0044$0.0059$0.0105$0.0193
Per 1,000 documentsfor the same kind of document$0.22$0.55$0.57$0.79$0.81$1.18$4.36$5.94$10.50$19.26
Latencythis run10.9 s2.7 s4.1 s13.6 s9.1 s1.4 s5.5 s7.4 s6.5 s12.3 s