ModelVerdict

Daniel Stewart

Anglais (US)E-mail9 champs

Document en-p0017 · mise en page thread · 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: Daniel Stewart <daniel.stewart@williams-ross.example>
To: support@johnson-singleton.example
Date: Tue, Apr 21, 2026 at 8:51 AM
Subject: Re: Cancellation

Hello,

Following up on our previous email below, we're still waiting for a solution. We need an answer by the end of the month.

Best regards,
Daniel Stewart
Williams, Ross and Donaldson

On Fri, Apr 17, 2026 at 10:35 AM, support@johnson-singleton.example wrote:

> Hello, thank you for your message. We've logged your request as ticket #48521 and are looking into it.
>
> Johnson-Singleton

> On Fri, Apr 17, 2026 at 5:51 AM, Daniel Stewart <daniel.stewart@williams-ross.example> wrote:

> > Hello,
> >
> > We would like to cancel our order, we no longer need the goods. Order #10296889.
> >
> > Best regards,
> > Daniel Stewart
> > Williams, Ross and Donaldson

Verdict

Le moins cher sans erreur : Gemini 3.5 Flash Lite, à 0,42 € pour 1 000 documents.

  • Gemini 3.8 Flash ne fait aucune erreur non plus, mais coûte 7× plus cher.
  • Gemma 4 31B est 3,4× moins cher, mais : valeur erronée (Priorité).
  • Mistral Small 4 est 3× moins cher, mais : valeur erronée (Priorité).
  • GPT-6 Luna est 3× moins cher, mais : valeur erronée (Tonalité).

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 correcteGemma 4 31B7 / 9 champsMistral Small 47 / 9 champsGPT-6 Luna8 / 9 champsDeepSeek V4.1 Flash8 / 9 champsGemini 3.5 Flash Lite9 / 9 champsQwen3.8 Flash8 / 9 champsMistral Medium 3.58 / 9 champsGPT-6 Sol9 / 9 champsGemini 3.8 Flash9 / 9 champsClaude Sonnet 58 / 9 champs
Catégoriecancellationcancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)cancellation (correct)
Prioriténormal highvaleur erronée highvaleur erronéenormal (correct)normal (correct)normal (correct)normal (correct) highvaleur erronéenormal (correct)normal (correct)normal (correct)
Tonaliténeutral negativevaleur erronée negativevaleur erronée negativevaleur erronée negativevaleur erronéeneutral (correct) negativevaleur erronéeneutral (correct)neutral (correct)neutral (correct) negativevaleur erronée
Nom du clientDaniel StewartDaniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)Daniel Stewart (correct)
Numéro de commande1029688910296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)10296889 (correct)
Numéro de facture—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Montant—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Devise—— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)— (correct)
Échéance2026-04-302026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)2026-04-30 (correct)
Tokensentrée / sortie733 / 76695 / 76810 / 141955 / 351721 / 961 052 / 945695 / 76810 / 92721 / 7091 016 / 316
dont raisonnement cachéfacturé comme sortie00822970848033613201
dont depuis le cacheentrée facturée à prix réduit4530058607680000
Coût de ce documentcette exécution0,0001 €0,0001 €0,0001 €0,0003 €0,0004 €0,0005 €0,0015 €0,0023 €0,0029 €0,0048 €
Pour 1 000 documentspour ce même type de document0,12 €0,14 €0,14 €0,29 €0,42 €0,46 €1,48 €2,34 €2,94 €4,78 €
Latencecette exécution2,6 s0,7 s2,8 s5,9 s0,6 s11,8 s1,3 s2,8 s3 s5,4 s