ModelVerdict

Christopher King

Anglais (US)E-mail9 champs

Document en-p0019 · mise en page forwarded · 9 champs · partie publique du jeu de données · Même facture · Tchèque → · Signaler une erreur dans cet exemple

Texte de l'e-mail (le modèle a reçu exactement ce texte)

From: Wendy Trujillo <wendy.trujillo@tate-mckee.example>
To: support@tate-mckee.example
Date: Thu, Apr 16, 2026 at 10:07 AM
Subject: Fwd: Question about our invoice

Passing this on, it's yours. Thanks.

Wendy Trujillo

---------- Forwarded message ---------
From: Christopher King <christopher.king@quinn.example>
To: support@tate-mckee.example
Date: Thu, Apr 16, 2026 at 9:40 AM
Subject: Question about our invoice

Hello,

We were charged twice for the same payment. Please look into it and refund the overpayment. Order #ORD-2026-1455.

Invoice number: INV-34338. We're talking about 25 USD. This is completely unacceptable and very frustrating. Otherwise we'll have to hand this over to our attorney. We need an answer by tomorrow.

Kind regards,
Christopher King
Quinn Ltd

Verdict

Le moins cher sans erreur : Mistral Small 4, à 0,09 € pour 1 000 documents.

  • Claude Sonnet 5 ne fait aucune erreur non plus, mais coûte 44,9× plus cher.

Prompt soumis à chaque modèle

You triage the support inbox. Read the email below and return only JSON with these keys:

category        one of: billing (invoices, payments, charges), delivery (where is the order, shipping,
                address change), complaint (damaged, wrong or defective goods, warranty claims),
                technical (login, app or system errors, integrations), cancellation (cancel an order,
                contract or subscription), sales (quotes, prices, interest before buying)
priority        one of: urgent, high, normal, low (rules below)
sentiment       one of: positive, neutral, negative (the customer's tone)
customer_name   full name of the customer who wrote the request
order_number    the customer's order number, if mentioned
invoice_number  invoice number, if mentioned
amount          the amount of money the request is about (number)
currency        ISO 4217 code of that amount (USD, EUR, CZK, …)
deadline        the date by which the customer wants a resolution or answer (YYYY-MM-DD)

Priority rules:
- urgent: the customer cannot work right now, or the deadline is at most 1 day after the email date
- high: the deadline is at most 7 days after the email date, or the customer threatens to cancel
  or escalate (lawyer, ending the business)
- low: the customer says explicitly that it is not urgent
- normal: everything else

Rules:
- A thread: judge the newest message; order numbers, invoice numbers and amounts may come from the
  quoted earlier messages. A forwarded email: the customer is the original sender, not the
  colleague who forwarded it.
- Resolve relative deadlines ("by Friday", "by tomorrow", "by the end of the month") against the
  date of the message that states them.
- Support ticket numbers, tax IDs and phone numbers are not order or invoice numbers.
- If a value is not in the email, return null. Do not guess.
- Amounts as numbers with a decimal point, no thousands separators and no currency symbol.

Notre notation

Correspondance exacte par champ, après normalisation des dates, des montants et des espaces. Les diacritiques manquants comptent comme une erreur. Le coût correspond à la consommation réelle de tokens de cette exécution, convertie au taux indiqué en bas de page.

Ce que chaque modèle a extrait

ChampValeur correcteMistral Small 49 / 9 champsGemma 4 31B9 / 9 champsGPT-6 Luna9 / 9 champsDeepSeek V4.1 Flash9 / 9 champsQwen3.8 Flash9 / 9 champsGemini 3.5 Flash Lite9 / 9 champsMistral Medium 3.59 / 9 champsGemini 3.8 Flash9 / 9 champsGPT-6 Sol9 / 9 champsClaude Sonnet 59 / 9 champs
Catégoriebillingbilling (correct)billing (correct)billing (correct)billing (correct)billing (correct)billing (correct)billing (correct)billing (correct)billing (correct)billing (correct)
Prioritéurgenturgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)urgent (correct)
Tonaliténegativenegative (correct)negative (correct)negative (correct)negative (correct)negative (correct)negative (correct)negative (correct)negative (correct)negative (correct)negative (correct)
Nom du clientChristopher KingChristopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)Christopher King (correct)
Numéro de commandeORD-2026-1455ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)ORD-2026-1455 (correct)
Numéro de factureINV-34338INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)INV-34338 (correct)
Montant25.0025 (correct)25.00 (correct)25.00 (correct)25 (correct)25 (correct)25.00 (correct)25 (correct)25 (correct)25.00 (correct)25.00 (correct)
DeviseUSDUSD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)USD (correct)
Échéance2026-04-172026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)2026-04-17 (correct)
Tokensentrée / sortie669 / 90701 / 90787 / 124932 / 2371 025 / 413689 / 110669 / 90689 / 487787 / 96986 / 250
dont raisonnement cachéfacturé comme sortie00571753040037929122
dont depuis le cacheentrée facturée à prix réduit406453058676800000
Coût de ce documentcette exécution0,0001 €0,0001 €0,0001 €0,0002 €0,0002 €0,0004 €0,0015 €0,0022 €0,0023 €0,0041 €
Pour 1 000 documentspour ce même type de document0,09 €0,12 €0,13 €0,22 €0,23 €0,44 €1,54 €2,16 €2,33 €4,11 €
Latencecette exécution0,8 s5,4 s1,7 s2,8 s9,4 s0,7 s0,9 s2,2 s2,9 s3,8 s