James Arnold
E-Mail-Text (das Modell hat genau diesen Text erhalten)
From: James Arnold <james.arnold@lyons-anthony.example> To: support@lane.example Date: Mon, Nov 17, 2025 at 9:18 AM Subject: Request for a quote Hello, We'd like to learn more about your product and schedule a demo. Otherwise we're very happy with your service, you've always helped us quickly. Please resolve this by November 28. Best regards, James Arnold Lyons, Anthony and Martinez
Fazit
Am günstigsten ohne Fehler: Mistral Small 4 für 0,06 € pro 1.000 Dokumente.
- Claude Sonnet 5 ist ebenfalls fehlerfrei, aber 52,6× teurer.
Prompt für alle Modelle
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.
So bewerten wir
Exakte Übereinstimmung pro Feld nach Normalisierung von Datumsangaben, Beträgen und Leerzeichen. Fehlende diakritische Zeichen zählen als Fehler. Die Kosten sind der reale Tokenverbrauch dieses Laufs, umgerechnet zum Kurs in der Fußzeile.
Was jedes Modell extrahiert hat
| Feld | Richtiger Wert | Mistral Small 49 / 9 Felder | Gemma 4 31B9 / 9 Felder | GPT-6 Luna9 / 9 Felder | DeepSeek V4.1 Flash9 / 9 Felder | Qwen3.8 Flash9 / 9 Felder | Gemini 3.5 Flash Lite9 / 9 Felder | Mistral Medium 3.58 / 9 Felder | GPT-6 Sol9 / 9 Felder | Gemini 3.8 Flash9 / 9 Felder | Claude Sonnet 59 / 9 Felder |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Kategorie | sales | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) | sales (richtig) |
| Priorität | normal | normal (richtig) | normal (richtig) | normal (richtig) | normal (richtig) | normal (richtig) | normal (richtig) | highfalscher Wert | normal (richtig) | normal (richtig) | normal (richtig) |
| Stimmung | positive | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) | positive (richtig) |
| Kundenname | James Arnold | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) | James Arnold (richtig) |
| Bestellnummer | — | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) |
| Rechnungsnummer | — | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) |
| Betrag | — | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) |
| Währung | — | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) | — (richtig) |
| Frist | 2025-11-28 | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) | 2025-11-28 (richtig) |
| Tokens | Eingabe / Ausgabe | 544 / 66 | 576 / 67 | 677 / 124 | 817 / 146 | 896 / 356 | 564 / 87 | 544 / 66 | 677 / 84 | 564 / 539 | 806 / 188 |
| davon verdecktes Nachdenken | als Ausgabe berechnet | 0 | 0 | 68 | 96 | 268 | 0 | 0 | 28 | 486 | 80 |
| davon aus dem Cache | Eingabe mit Rabatt | 406 | 453 | 0 | 586 | 768 | 0 | 0 | 0 | 0 | 0 |
| Kosten für dieses Dokument | dieser Lauf | 0,0001 € | 0,0001 € | 0,0001 € | 0,0001 € | 0,0002 € | 0,0004 € | 0,0012 € | 0,0020 € | 0,0022 € | 0,0032 € |
| Pro 1.000 Dokumente | für die gleiche Art von Dokument | 0,06 € | 0,10 € | 0,12 € | 0,14 € | 0,18 € | 0,36 € | 1,21 € | 2,02 € | 2,25 € | 3,21 € |
| Latenz | dieser Lauf | 0,9 s | 2,3 s | 2,6 s | 2,9 s | 6,3 s | 0,8 s | 0,7 s | 2,8 s | 2,4 s | 3,5 s |