Crazyrouter API Document
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API 参考
快速开始接入教程官网模型与价格控制台
API 参考
快速开始接入教程官网模型与价格控制台
  1. Help Center
  • 默认模块
    • Crazyrouter Overview
      • Introduction
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    • Chat
      • ChatGPT
        • ChatGPT Audio
          • whisper-1
          • Create Translation (whisper-1, audio to English, untested)
        • ChatGPT Chat
          • Chat Completion Object
          • Chat Completion Chunk Object
          • Create Chat Completion (Streaming)
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          • Create Chat Vision (Streaming) base64
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          • Function calling
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          • Create Chat Function Call
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          • Create Chat Completion qwen-mt-turbo
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          • Vision API [Chat Compatible Format]
          • Chat + File Reading API [Chat Compatible Format]
    • Chat (Responses)
      • Responses API vs Chat API
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        • Query Tasks by ID List
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        • Sumit Describe task
        • Sumit Modal
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      • Jimeng Image
        • Create Image
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      • Doubao Seedream
        • doubao-seedream-3-0-t2i-250415
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      • Query 3D Generation Task
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      • Playground
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      • Deprecated
        • Legacy Upload Endpoint (Unsupported)
  • Unified Video API
    • Unified Video
  1. Help Center

Thinking Model Response Format

AI Thinking Fields#

Based on a production review, understand the thinking/reasoning fields exposed by the different protocols in Crazyrouter
Updated: 2026-06-06

AI Thinking Fields#

This page only lists the thinking / reasoning exposure methods that were verified in the Crazyrouter production environment on 2026-03-22.
A key premise: different protocols expose "thinking" in different ways.
OpenAI Responses tends to return a separate reasoning item
Native Claude Messages returns a thinking block
Gemini Native is currently easiest to check via usageMetadata.thoughtsTokenCount to confirm that thinking took effect

Currently verified fields#

ModelProtocolVerified field or flagNotes
gpt-5.5Responsesoutput[].type = "reasoning"Use together with summary to get a displayable summary
claude-opus-4-8Anthropic Messagescontent[].type = "thinking"Returned alongside the text block
gemini-3.1-proGemini NativeusageMetadata.thoughtsTokenCountIndicates the thinking budget was actually consumed
Note: In this review round, message.reasoning_content in gpt-5.5 Chat Completions did not return reliable content consistently, so it is not listed as a primary observation field here.

GPT: Responses reasoning item#

{
  "output": [
    {
      "id": "rs_xxx",
      "type": "reasoning",
      "encrypted_content": "...",
      "summary": [
        {
          "type": "summary_text",
          "text": "..."
        }
      ]
    },
    {
      "type": "message",
      "content": [
        {
          "type": "output_text",
          "text": "Final answer"
        }
      ]
    }
  ]
}
How to extract:

Claude: thinking block#

{
  "content": [
    {
      "type": "thinking",
      "thinking": "..."
    },
    {
      "type": "text",
      "text": "Final answer"
    }
  ]
}
How to extract:

Gemini: thoughtsTokenCount#

For Gemini Native, in the current review the most reliable observation point is not visible thinking text in the body, but the usage field:
{
  "usageMetadata": {
    "thoughtsTokenCount": 120
  }
}
This indicates:
the thinking budget actually participated in generation
thinking tokens were indeed consumed for this request
How to extract:

Things to keep in mind#

Do not assume every model returns its full thinking process in plain text
Do not mix thinking fields across different protocols
If you are building auditing, logging, or frontend display, first decide by protocol whether to read reasoning, thinking, or thoughtsTokenCount
Related pages:
GPT-5 Thinking Mode
Claude Native Format
Gemini Native Format

Last verified/modified: 2026-09-28 (reviewed; all three models gpt-5.5 / claude-opus-4-8 / gemini-3.1-pro are in the catalog)
Modified at 2026-09-28 12:58:42
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