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Anthropic Intermediate

Claude Sonnet 4.6

Claude Sonnet 4.6 is a verified AI model profile covering official specifications, pricing or access, capabilities, practical use cases, strengths and limitations.

General Purpose Language ModelTextImage Paid
In plain English

What is this model and why does it matter?

Claude Sonnet 4.6 is Anthropic's active legacy balanced model with 1M context, 128K output, vision and adaptive reasoning for coding and everyday agent tasks.

CodingGeneral agentsLong-context documentsResearchProfessional knowledge work
Model overview

Claude Sonnet 4.6: features, use cases and important details

Claude Sonnet 4.6 is an AI model verified from first-party Anthropic sources.

Claude Sonnet 4.6 verified specifications

Claude Sonnet 4.6 is Anthropic’s active legacy balanced model with 1M context, 128K output, vision and adaptive reasoning for coding and everyday agent tasks. Its verified context or usage limit is 1000000 tokens, with 128000 tokens maximum output.

Claude Sonnet 4.6 pricing and access

Claude Sonnet 4.6 costs $3 per 1M input tokens and $15 per 1M output tokens. Batch API processing is discounted by 50%.

Claude Sonnet 4.6 best uses

Coding, General agents, Long-context documents, Research, Professional knowledge work.

Claude Sonnet 4.6 limitations

Anthropic recommends Sonnet 5, Older tokenizer than newer Claude generations, Outputs still require validation.

Claude Sonnet 4.6 capabilities and use cases

In addition, its main capabilities include 1M context, 128K output, Adaptive thinking, Vision, Tool use and Batch output up to 300K beta. For example, common use cases include Coding, Agents, Research, Document intelligence and Professional assistants.

Who should consider Claude Sonnet 4.6?

In practice, this model may suit Coding, General agents, Long-context documents, Research and Professional knowledge work. Also, notable strengths include Strong balance of speed and capability, 1M context and Broad cloud support. However, review trade-offs such as Anthropic recommends Sonnet 5, Older tokenizer than newer Claude generations and Outputs still require validation before adopting it.

Claude Sonnet 4.6 pricing and access

Meanwhile, Claude Sonnet 4.6 costs $3 per 1M input tokens and $15 per 1M output tokens. Batch API processing is discounted by 50%. Base pricing is $3/M input and $15/M output; Anthropic now recommends Sonnet 5 for new integrations.

Official resources and verification

Use the official model website, official documentation, pricing or release source and additional primary source to confirm current availability, limits and pricing. Product details can change after publication, so rely on primary documentation for final decisions.

Compare with other AI models

Next, continue your research in the AI models directory, Anthropic models and General Purpose Language Model models. Compare providers, pricing, modalities and practical limitations side by side to choose the right model for your workflow.

Get started

How to use this model

  1. Create a Claude API key.
  2. Call claude-sonnet-4-6.
  3. Provide text or image input.
  4. Use adaptive thinking or tools.
  5. Use caching for repeated long context.
  6. Evaluate Sonnet 5 before starting a new integration.
Copy and try

Example prompts

  • Review this code and propose a fix.
  • Analyze these long documents.
  • Use tools to research and summarize this topic.
Capabilities

What it can do

  • 1M context
  • 128K output
  • Adaptive thinking
  • Vision
  • Tool use
  • Batch output up to 300K beta
Best for

Practical use cases

  • Coding
  • Agents
  • Research
  • Document intelligence
  • Professional assistants
Pricing

What does it cost?

Claude Sonnet 4.6 costs $3 per 1M input tokens and $15 per 1M output tokens. Batch API processing is discounted by 50%.

Input$3 / 1M tokens
Output$15 / 1M tokens
Simple summaryBase pricing is $3/M input and $15/M output; Anthropic now recommends Sonnet 5 for new integrations.

What stands out

  • Strong balance of speed and capability
  • 1M context
  • Broad cloud support

Things to consider

  • Legacy generation
  • More expensive than Sonnet 5 per token
  • Proprietary
Limitations

Important restrictions and trade-offs

  • Anthropic recommends Sonnet 5
  • Older tokenizer than newer Claude generations
  • Outputs still require validation
SimplifyAITools verdict

Our editorial take

A widely used 2026 Claude model worth covering for migration and comparison traffic, even though Sonnet 5 is now the recommended successor.

References

Primary sources

  1. Open source 1 ↗
  2. Open source 2 ↗
  3. Open source 3 ↗