ModelVerdict

Occiservices SASU · AVO-2025-01209

FrenchClean image13 fields

Document fr-p0032 · layout fr-L04 · 13 fields · public part of the dataset · Same invoice in English (US) → · Report an error in this example

Occiservices SASU · AVO-2025-01209

Verdict

Cheapest without an error: DeepSeek V4.1 Flash at $0.49 per 1,000 documents.

  • GPT-6 Sol is also error-free but 32.8× more expensive.
  • Gemma 4 31B is 2.3× cheaper, but: wrong value (Supplier ID (EIN, IČO…)).

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 Luna13 / 13 fieldsQwen3.8 Flash13 / 13 fieldsGemini 3.5 Flash Lite13 / 13 fieldsGemini 3.8 Flash13 / 13 fieldsMistral Medium 3.513 / 13 fieldsClaude Sonnet 513 / 13 fieldsGPT-6 Sol13 / 13 fields
SupplierOcciservices SASUOcciservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)Occiservices SASU (correct)
Supplier ID (EIN, IČO…)91204657000020 51204657000020wrong value91204657000020 (correct) 9120465700020wrong value91204657000020 (correct)91204657000020 (correct)91204657000020 (correct)91204657000020 (correct)91204657000020 (correct)91204657000020 (correct)91204657000020 (correct)
VAT IDFR00912046570FR 00 912 046 570 (correct)FR00912046570 (correct)FR00912046570 (correct)FR00912046570 (correct)FR00912046570 (correct)FR00912046570 (correct)FR 00 912 046 570 (correct)FR00912046570 (correct)FR 00 912 046 570 (correct)FR00912046570 (correct)
Invoice numberAVO-2025-01209AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)AVO-2025-01209 (correct)
Payment referenceCL09383CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)CL09383 (correct)
Invoice date2025-06-152025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)2025-06-15 (correct)
Tax point2025-05-272025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)2025-05-27 (correct)
Due date2025-08-142025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)2025-08-14 (correct)
Net by tax rate0 %: -2606.520 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)0 %: -2606.52 (correct)
Tax by rate0 %: -0.000 %: 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)
Total-2606.52-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)-2606.52 (correct)
CurrencyGBPGBP (correct)GBP (correct) EURwrong valueGBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)GBP (correct)
Bank accountFR7630004025790005359588796FR76 3000 4025 7900 0535 9588 796 (correct)FR7630004025790005359588796 (correct) FR763000402579005359588796wrong valueFR7630004025790005359588796 (correct)FR7630004025790005359588796 (correct)FR7630004025790005359588796 (correct)FR7630004025790005359588796 (correct)FR7630004025790005359588796 (correct)FR76 3000 4025 7900 0535 9588 796 (correct)FR7630004025790005359588796 (correct)
Tokensinput / output717 / 2741,771 / 3572,610 / 2095,170 / 2733,291 / 1,1751,529 / 2631,529 / 1,0482,610 / 2135,387 / 2415,170 / 312
of which hidden reasoningbilled as output02000137962078200176
of which from cacheinput billed at a discount4406400064000000
Cost of this documentthis run$0.0002$0.0005$0.0005$0.0008$0.0010$0.0011$0.0051$0.0055$0.0132$0.0160
Per 1,000 documentsfor the same kind of document$0.21$0.49$0.52$0.78$0.96$1.12$5.08$5.51$13.18$16.04
Latencythis run7.1 s4 s1.7 s3.5 s16.6 s1.8 s5.3 s2.4 s4.3 s6.1 s