# qwen3.6-flash

> The Qwen3.6 native vision-language Flash model series delivers a significant performance boost over the 3.5-Flash version. This model particularly excels in agentic coding capabilities, substantially outperforming its predecessor on multiple code-agent benchmarks, as well as in mathematical and code reasoning. In terms of vision, it features markedly improved spatial intelligence, with especially notable enhancements in object localization and object detection.

## Inference Service Provider <span id="h-490b2834e6" />

The inference service provider for `qwen3.6-flash` is Alibaba Cloud Model Studio.

## Model Capabilities <span id="h-0f698aa07e" />

<Tabs>
  <Tab title="China (Beijing)">
    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Supported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>

    Scope: US

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Text</strong> <strong>Image</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Hong Kong (China)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Supported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>
</Tabs>

## Context Limits <span id="h-471cbd4e12" />

<table><thead><tr><th>Parameter</th><th>Value</th><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>Max Input Length</p></td><td><p>991808</p></td><td><p>Max Output Length</p></td><td><p>65536</p></td></tr><tr><td><p>Context Window</p></td><td><p>1000000</p></td><td><p>Max Input Length (Thinking Mode)</p></td><td><p>983616</p></td></tr><tr><td><p>Max Output Length (Thinking Mode)</p></td><td><p>65536</p></td><td><p>Max Chain-of-Thought Length</p></td><td><p>131072</p></td></tr></tbody></table>

## Pricing <span id="h-3aa0403d9a" />

This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit [Model Studio Console](https://modelstudio.console.alibabacloud.com/ap-southeast-1/model/market) for promotional offers.

<Tabs>
  <Tab title="China (Beijing)">
    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Input(Batch File)</p></td><td><p>0.083</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output(Batch File)</p></td><td><p>0.495</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.206</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.017</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Input(Batch Chat)</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output(Batch Chat)</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Input(Batch File)</p></td><td><p>0.33</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output(Batch File)</p></td><td><p>1.98</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.825</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.066</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Input(Batch Chat)</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output(Batch Chat)</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.25</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>1.5</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.3125</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.025</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>1</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>4</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>1.25</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.1</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.206</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.017</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.825</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.066</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.206</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.017</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.825</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.066</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    Scope: US

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.25</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>1.5</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.3125</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.025</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>1</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>4</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>1.25</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.1</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.206</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.017</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.825</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.066</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Hong Kong (China)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.206</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.017</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Creation</p></td><td><p>0.825</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Explicit Cache Read</p></td><td><p>0.066</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>
</Tabs>

## Rate Limits <span id="h-0e9b79b2ab" />

<Tabs>
  <Tab title="China (Beijing)">
    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>30000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>10,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>15000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>5,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>15000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>5,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>15000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>5,000,000</p></td></tr></tbody></table>

    Scope: US

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>15000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>5,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>15000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>10,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Hong Kong (China)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>30000</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>10,000,000</p></td></tr></tbody></table>
  </Tab>
</Tabs>

## Snapshot Versions <span id="h-a66829ad4e" />

### qwen3.6-flash-2026-04-16 <span id="h-e0eefdf8d0" />

The Qwen3.6 native vision-language Flash model series delivers a significant performance boost over the 3.5-Flash version. This model particularly excels in agentic coding capabilities, substantially outperforming its predecessor on multiple code-agent benchmarks, as well as in mathematical and code reasoning. In terms of vision, it features markedly improved spatial intelligence, with especially notable enhancements in object localization and object detection.This release is based on a snapshot taken on April 16, 2026.

#### Inference Service Provider <span id="h-980f7fe62f" />

The inference service provider for `qwen3.6-flash-2026-04-16` is Alibaba Cloud Model Studio.

#### Model Capabilities <span id="h-3b4a79d64d" />

<Tabs>
  <Tab title="China (Beijing)">
    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Supported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <table><thead><tr><th>Capability</th><th>Support</th><th>Capability</th><th>Support</th></tr></thead><tbody><tr><td><p>Input Modality</p></td><td><p><strong>Image</strong> <strong>Text</strong> <strong>Video</strong></p></td><td><p>Output Modality</p></td><td><p><strong>Text</strong></p></td></tr><tr><td><p>Model Experience</p></td><td><p>Supported</p></td><td><p>Function Calling</p></td><td><p>Supported</p></td></tr><tr><td><p>Structured Outputs</p></td><td><p>Supported</p></td><td><p>Web Search</p></td><td><p>Supported</p></td></tr><tr><td><p>Prefix Completion</p></td><td><p>Supported</p></td><td><p>Context Caching</p></td><td><p>Unsupported</p></td></tr><tr><td><p>Batch Inference</p></td><td><p>Unsupported</p></td><td><p>Fine-tuning</p></td><td><p>Unsupported</p></td></tr></tbody></table>
  </Tab>
</Tabs>

#### Context Limits <span id="h-f3f1650c78" />

<table><thead><tr><th>Parameter</th><th>Value</th><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>Max Input Length</p></td><td><p>991808</p></td><td><p>Max Output Length</p></td><td><p>65536</p></td></tr><tr><td><p>Context Window</p></td><td><p>1000000</p></td><td><p>Max Input Length (Thinking Mode)</p></td><td><p>983616</p></td></tr><tr><td><p>Max Output Length (Thinking Mode)</p></td><td><p>65536</p></td><td><p>Max Chain-of-Thought Length</p></td><td><p>131072</p></td></tr></tbody></table>

#### Pricing <span id="h-a4d60f55dd" />

This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit [Model Studio Console](https://modelstudio.console.alibabacloud.com/ap-southeast-1/model/market) for promotional offers.

<Tabs>
  <Tab title="China (Beijing)">
    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.25</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>1.5</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>1</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>4</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <Accordion title="Input<=256k" defaultOpen>
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.165</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>0.99</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>

    <Accordion title="256k<Input<=1m">
      <table><thead><tr><th>Billing Item</th><th>Price (USD)</th><th>Unit</th></tr></thead><tbody><tr><td><p>Input</p></td><td><p>0.66</p></td><td><p>Per 1M tokens</p></td></tr><tr><td><p>Output</p></td><td><p>3.961</p></td><td><p>Per 1M tokens</p></td></tr></tbody></table>
    </Accordion>
  </Tab>
</Tabs>

#### Rate Limits <span id="h-8814d619db" />

<Tabs>
  <Tab title="China (Beijing)">
    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>600</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>1,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Singapore">
    Scope: International

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>60</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>1,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Germany (Frankfurt)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>60</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>1,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="US (Virginia)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>60</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>1,000,000</p></td></tr></tbody></table>
  </Tab>

  <Tab title="Japan (Tokyo)">
    Scope: Global

    <table><thead><tr><th>Parameter</th><th>Value</th></tr></thead><tbody><tr><td><p>RPM (Requests Per Minute)</p></td><td><p>60</p></td></tr><tr><td><p>TPM (Tokens Per Minute)</p></td><td><p>1,000,000</p></td></tr></tbody></table>
  </Tab>
</Tabs>