ModelVerdict

Carrosserie Alain Meunier EI · FAC-2026-00869

FrenchClean image13 fields

Document fr-p0023 · layout fr-L03 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Carrosserie Alain Meunier EI · FAC-2026-00869

Verdict

Cheapest without an error: DeepSeek V4.1 Flash at $0.50 per 1,000 documents.

  • GPT-6 Sol is also error-free but 30.7× more expensive.
  • Gemma 4 31B is 2.6× cheaper, but: wrong value (Supplier).

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 fieldsDeepSeek V4.1 Flash13 / 13 fieldsMistral Small 410 / 13 fieldsGPT-6 Luna12 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsMistral Medium 3.513 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsClaude Sonnet 513 / 13 fieldsGPT-6 Sol13 / 13 fields
SupplierCarrosserie Alain Meunier EI Carrosserie Alain Meunier Elwrong valueCarrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)Carrosserie Alain Meunier EI (correct)
Supplier ID (EIN, IČO…)8671468960003286714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)86714689600032 (correct)
VAT ID—— (correct)— (correct) FR12730626504invented value— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Invoice numberFAC-2026-00869FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)
Payment referenceFAC-2026-00869FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC–2026–00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)FAC-2026-00869 (correct)
Invoice date2026-08-122026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)2026-08-12 (correct)
Tax point—— (correct)— (correct) 2026-08-12invented value— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Due date2026-09-112026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)2026-09-11 (correct)
Net by tax rate—— (correct)— (correct) 20 %: 916.00invented value— (correct)— (correct)0 %: 916.00 (correct)— (correct)— (correct)— (correct)— (correct)
Tax by rate—— (correct)— (correct)— (correct)— (correct)— (correct)0 %: 0.00 (correct)— (correct)— (correct)— (correct)— (correct)
Total916.00916.00 (correct)916.00 (correct)916.00 (correct)916.00 (correct)916.00 (correct)916.00 (correct)916 (correct)916.00 (correct)916.00 (correct)916.00 (correct)
CurrencyEUREUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)EUR (correct)
Bank accountFR7630066028955970224752532FR76 3006 6028 9559 7022 4752 532 (correct)FR7630066028955970224752532 (correct)FR7630066028955970224752532 (correct) FR763006028955970224752532wrong valueFR76 3006 6028 9559 7022 4752 532 (correct)FR7630066028955970224752532 (correct)FR7630066028955970224752532 (correct)FR7630066028955970224752532 (correct)FR7630066028955970224752532 (correct)FR7630066028955970224752532 (correct)
Tokensinput / output717 / 2271,771 / 3712,610 / 2155,170 / 2533,291 / 8371,529 / 2462,610 / 1821,529 / 1,4165,387 / 2125,170 / 237
of which hidden reasoningbilled as output02320133648001,2470116
of which from cacheinput billed at a discount4406400064000000
Cost of this documentthis run$0.0002$0.0005$0.0005$0.0008$0.0008$0.0011$0.0053$0.0065$0.0129$0.0153
Per 1,000 documentsfor the same kind of document$0.19$0.50$0.52$0.77$0.80$1.07$5.28$6.46$12.89$15.29
Latencythis run5.8 s3.8 s2 s4.3 s14 s1.5 s2.5 s6.3 s5.8 s6.1 s