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Private AI

Explore Decision Models

Browse AI models that answer typed Choice, Score and yes/no questions with calibrated probabilities, for routing, classification and moderation through the API.

Models

How decision models work

  • Send your application state and typed questions: a Choice between labels, a Score, or a yes/no answer.
  • Each answer comes back with calibrated probabilities, ready for routing, classification and moderation logic.
  • API only: call POST /api/v1/decisions. They cannot be used in chat.
Decisions API docs Get an API key

Example request body

{
  "model": "cloudflare/clef",
  "state": "Customer message: I was charged twice for the same order.",
  "questions": {
    "team": {
      "type": "choice",
      "instructions": "Which team should handle this message?",
      "criteria": {
        "billing": "Payments, refunds or invoices",
        "technical": "Bugs or errors in the product"
      }
    }
  }
}
  • Clef

    Typed Choice, Score and Noul decisions. Use /v1/decisions or /v1/systemone; text-only questions compatibility is available through Chat Completions, Messages and Responses. Accepts inline images through the Cloudflare endpoint. Text admission is limited to 1,800 estimated tokens to avoid upstream truncation; up to four images, each at most 512 by 512 pixels. Input tokens are billed; output is free.

    Input
    $0.24/M
    Output
    Free
    Text limit
    1.8K
    Images
    Yes
  • Clef Flash

    Typed Choice, Score and Noul decisions. Use /v1/decisions or /v1/systemone; text-only questions compatibility is available through Chat Completions, Messages and Responses. Accepts inline images through the Cloudflare endpoint. Text admission is limited to 1,800 estimated tokens to avoid upstream truncation; up to four images, each at most 512 by 512 pixels. Input tokens are billed; output is free.

    Input
    $0.090/M
    Output
    Free
    Text limit
    1.8K
    Images
    Yes
  • PPLX Decider v1.1 27B

    Typed Choice, Score and Noul decisions. Use /v1/decisions or /v1/systemone; text-only questions compatibility is available through Chat Completions, Messages and Responses. Accepts inline images through the Perplexity endpoint. The local image limit is four images, each at most 512 by 512 pixels. Input tokens are billed; output is free.

    Input
    $0.020/M
    Output
    Free
    Context
    262.1K
    Images
    Yes
  • Liquid D1

    Liquid AI's D1 evaluates application state and returns typed Choice, Score and yes/no answers with calibrated probabilities. Use /v1/decisions or /v1/systemone, or a questions response format through Chat Completions, Messages or Responses. It supports a 65,536-token context and generates no text tokens; only input tokens are billed.

    Input
    $0.040/M
    Output
    Free
    Context
    65.5K
    Images
    No
  • Decider 0.8B FP8

    Mapika's Decider, quantized and hosted by LLM Tech, answers typed Choice, Score and Noul questions about application state. Use /v1/decisions or /v1/systemone, or a questions response format through Chat Completions, Messages or Responses. It returns probabilities and decisions without generating text; only input tokens are billed.

    Input
    $0.020/M
    Output
    Free
    Context
    32.8K
    Images
    No
  • Decider 2B FP8

    Mapika's Decider, quantized and hosted by LLM Tech, answers typed Choice, Score and Noul questions about application state. Use /v1/decisions or /v1/systemone, or a questions response format through Chat Completions, Messages or Responses. It returns probabilities and decisions without generating text; only input tokens are billed.

    Input
    $0.030/M
    Output
    Free
    Context
    32.8K
    Images
    No
  • Decider 4B NVFP4

    Mapika's Decider, quantized and hosted by LLM Tech, answers typed Choice, Score and Noul questions about application state. Use /v1/decisions or /v1/systemone, or a questions response format through Chat Completions, Messages or Responses. It returns probabilities and decisions without generating text; only input tokens are billed.

    Input
    $0.040/M
    Output
    Free
    Context
    32.8K
    Images
    No
  • Jev 1.13

    TypeSafe's Jev 1.13 is a System One decision model for routing, classification, scoring, and other application decision points. Use /v1/decisions directly, point the official TypeSafe SDK at the /api base URL for /api/v1/systemone compatibility, or pass a questions response format through Chat Completions, Messages, or Responses; Jev returns typed answers with calibrated probabilities instead of generated text.

    Input
    $0.042/M
    Output
    Free
    Context
    32K
    Images
    No
  • Jev Latest

    An alias that routes to the latest TypeSafe Jev System One decision model. Use /v1/decisions directly, point the official TypeSafe SDK at the /api base URL for /api/v1/systemone compatibility, or pass a questions response format through Chat Completions, Messages, or Responses; Jev returns typed answers with calibrated probabilities instead of generated text.

    Input
    $0.042/M
    Output
    Free
    Context
    32K
    Images
    No