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Claude Sonnet 4.5 chat from Anthropic through an OpenAI-compatible endpoint. It takes up to 198,000 tokens of text and image context and returns up to 64,000, with temperature and top_p control, up to 128 tool definitions and SSE streaming.

Input $2.70Output $13.50per 1 million tokens10% below the publisher's list priceCached input $0.27Cache write $3.30Anthropic official priceInput $3Output $15

Workbench

These examples were written for this endpoint. Replace the prompt and sample media URLs with your own accessible inputs, then check the current quote and model availability before submitting.

  • Input types
    Text
    Output types
    Text
    Input
    $2.70 / 1 million tokens
    Cached input
    $0.27 / 1 million tokens
    Output
    $13.50 / 1 million tokens
    Context
    198K
    Max output
    64K

    $2.70/13.50per 1 million tokens · input / output

    bulk-classification

    The cheap end of the range: a fixed system message, and only the material changes. JSON is asked for in the prompt because there is no response_format, so validate what comes back.

    • 2000
  • Input types
    Text
    Output types
    Text
    Input
    $2.70 / 1 million tokens
    Cached input
    $0.27 / 1 million tokens
    Output
    $13.50 / 1 million tokens
    Context
    198K
    Max output
    64K

    $2.70/13.50per 1 million tokens · input / output

    tool-loop

    One agent turn with tools. Tool results stay in the thread and count against the window, so a long chain needs a trimming rule of your own.

    • 4000
  • Input types
    Text
    Output types
    Text
    Input
    $2.70 / 1 million tokens
    Cached input
    $0.27 / 1 million tokens
    Output
    $13.50 / 1 million tokens
    Context
    198K
    Max output
    64K

    $2.70/13.50per 1 million tokens · input / output

    mid-length-analysis

    One analysis with the material supplied in full, the shape a 198,000-token window handles without a retrieval layer in front of it.

    • 6000

This example starts at Input $2.70 / Output $13.50 per 1 million tokens. The Playground updates the estimate when you change the settings.