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Claude 3.7 Sonnet

about 1 month ago by Cormick Marskamp

Claude 3.7 Sonnet is Anthropic’s most intelligent AI model yet, introducing hybrid reasoning, fine-tuned for business use cases, and an extended 200K context window.

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We don't return the thinking message yet, only the final output will be shown

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The model is available through Anthropic and Vertex AI

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In AWS, the model is only available in the US region

Thinking - Budget tokens Parameter

With the introduction of the new model, we also introduce a new parameter with it: Thinking - budget tokens

Using this parameter users can enable/ disable the models reasoning capabilities. Additionally, you can set how many tokens should be dedicated for its 'thinking' step. We do recommend a minimum of 1024 budget tokens. A value of 0 means the thinking is disabled. The budget tokens should never exceed the Max Tokens parameter because it still needs tokens to generate a final answer.

Key highlights

🧠 Hybrid Reasoning Model

  • First-of-its-kind AI that can provide instant responses or extended, step-by-step reasoning based on user preference.
  • API users can control “thinking time” to balance speed, accuracy, and cost.

📊 Advanced Visual Data Extraction

  • Improved ability to analyze charts, graphs, and complex diagrams, making it ideal for data science, analytics, and business intelligence.

🗣️ More Human-Like Chatbots

  • Enhanced reasoning and natural conversation flow make it ideal for interactive AI assistants that connect data, make decisions, and take actions.

🤖 Robotic Process Automation

  • Automate complex workflows and repetitive tasks with industry-leading instruction following and tool integration.

🏗️ Expanded Capabilities for Developers

  • Supports a 200K context window for deep comprehension of long documents, knowledge bases, and large datasets.
  • 128K output tokens (beta)—15x longer responses, enabling extensive code generation, planning, and detailed analysis.

Benchmarks and performance


Claude 3.7 Sonnet is designed for developers, businesses, and AI enthusiasts looking for an all-in-one model that balances speed, reasoning, and precision.