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  • QuickstartGet startedGet an API key, send one request with three questions, and branch your code on the typed answers. Plain HTTPS, no SDK to install.
  • POST /v1/decideAPI referenceAnswer typed questions about a state and optional images. One request, one buffered JSON response, one answer per question.
  • QuestionsConceptsQuestions say what to decide. Each one has a type that fixes the shape of its answer: a choice from your options, a score on your scale, a…
  • ConfidenceConceptsProbabilities are calibrated per question type, so a threshold means what it says.
  • ImagesConceptsSend images and text in the same request. The model reads printed and handwritten text, amounts, dates, objects and layout, and answers…
  • Pricing and billingYou pay for input tokens only. Output is free because the model generates no text.
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Get started

  • Introduction
  • Quickstart
  • With coding agents
  • Examples

Concepts

  • State
  • Questions
  • Choice
  • Score
  • Truth
  • Number
  • Images
  • Confidence
  • Determinism

Models

  • DecisionNode-1.0
  • DecisionNode-1.0 Flash
  • Limits

Patterns

  • Confidence-gated routing
  • Fan-out
  • Guardrails
  • Control loopscomingcoming soon

API reference

  • POST/v1/decide
  • POST/v1/sessionscomingcoming soon
  • GET/v1/models
  • Errors
  • Rate limits

Pricing and billing

  • Pricing and billing

Policies

  • Responsible use

Migrate

  • Coming from a Jev-shaped API
  • Benchmarks
  • Pricing
  • Playground
Get API key
  • Guides
  • API reference
  • Examples
  • Playground

Get started

  • Introduction
  • Quickstart
  • With coding agents
  • Examples

Concepts

  • State
  • Questions
  • Choice
  • Score
  • Truth
  • Number
  • Images
  • Confidence
  • Determinism

Models

  • DecisionNode-1.0
  • DecisionNode-1.0 Flash
  • Limits

Patterns

  • Confidence-gated routing
  • Fan-out
  • Guardrails
  • Control loopscomingcoming soon

API reference

  • POST/v1/decide
  • POST/v1/sessionscomingcoming soon
  • GET/v1/models
  • Errors
  • Rate limits

Pricing and billing

  • Pricing and billing

Policies

  • Responsible use

Migrate

  • Coming from a Jev-shaped API
  1. docs
  2. /
  3. Models

Limits

Context size, image limits, question limits and default throughput per workspace. These apply to both models.

  • Context per request

    Value
    64k tokens (65,536)
    Notes
    State, images and every question together
    Over the limit
    400 max_tokens_exceeded
  • Images per request

    Value
    Up to 4
    Notes
    JPEG, PNG or WebP, base64 in data
    Over the limit
    400 api_usage_error
  • Image size

    Value
    Up to 10 MB each
    Notes
    Measured on the image bytes; base64 text is about a third longer
    Over the limit
    400 api_usage_error
  • Options per choice

    Value
    1 to 255
    Notes
    Two or more recommended
    Over the limit
    400 Too many choices
  • Levels per score

    Value
    1 to 10
    Notes
    Lowest first; two or more recommended
    Over the limit
    400 Too many score levels
  • Values per number question

    Value
    Up to 256
    Notes
    Whole-number grids in the first release; halves, decimals and wider grids follow
    Over the limit
    400 api_usage_error
  • Response

    One buffered JSON body On /v1/decide every answer arrives together; sessions comingcoming soon stream one reply per frame

Request limits
LimitValueNotesOver the limit
Context per request64k tokens (65,536)State, images and every question together400 max_tokens_exceeded
Images per requestUp to 4JPEG, PNG or WebP, base64 in data400 api_usage_error
Image sizeUp to 10 MB eachMeasured on the image bytes; base64 text is about a third longer400 api_usage_error
Options per choice1 to 255Two or more recommended400 Too many choices
Levels per score1 to 10Lowest first; two or more recommended400 Too many score levels
Values per number questionUp to 256Whole-number grids in the first release; halves, decimals and wider grids follow400 api_usage_error
ResponseOne buffered JSON bodyOn /v1/decide every answer arrives together; sessions comingcoming soon stream one reply per frame

A request over a limit is refused before any model work and costs nothing. The state is never cut to make it fit, and the body names the limit you crossed. Bodies and fixes are on Errors.

Sessions comingcoming soon#

Sessions stream decisions over one open connection, for control loops that decide more than 10 times a second. Their limits apply on top of the request limits above.

  • Frame

    Value
    At most 4,096 tokens, or one image
    Notes
    Text, a JSON value or an image
  • Window

    Value
    8 recent frames by default
    Notes
    Set with window when the session opens
  • Lifetime

    Value
    300 seconds by default, at most 3,600
    Notes
    Set with ttl_seconds
  • Sessions per key

    Value
    Published at /v1/models
    Notes
    One session per socket
Session limits
LimitValueNotes
FrameAt most 4,096 tokens, or one imageText, a JSON value or an image
Window8 recent frames by defaultSet with window when the session opens
Lifetime300 seconds by default, at most 3,600Set with ttl_seconds
Sessions per keyPublished at /v1/modelsOne session per socket

Throughput#

New workspaces start at 40 requests per second and 100,000 input tokens per second (provisional defaults). Your current limits are in the console. Over the limit, the API answers 429 with a Retry-After header. See Rate limits.

Need more?

Dedicated capacity runs on GPUs reserved for you, with limits set to your traffic. Ask through the console and we will size it with you.

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DecisionNode is built and run by Bynn Intelligence, Inc.

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