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anthropic/claude-4-sonnet

Anthropic's mid-size model with superior intelligence for high-volume uses in coding, in-depth research, agents, & more.

Anthropic's mid-size model with superior intelligence for high-volume uses in coding, in-depth research, agents, & more.

Public
$3.30/$16.50 in/out Mtoken
200,000
Function
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claude-4-sonnet

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Claude Sonnet 4 balances impressive performance for coding with the right speed and cost for high-volume use cases:

  • Coding: Handle everyday development tasks with enhanced performance—power code reviews, bug fixes, API integrations, and feature development with immediate feedback loops.
  • AI Assistants: Power production-ready assistants for real-time applications—from customer support automation to operational workflows that require both intelligence and speed.
  • Efficient research: Perform focused analysis across multiple data sources while maintaining fast response times. Ideal for rapid business intelligence, competitive analysis, and real-time decision support.
  • Large-scale content: Generate and analyze content at scale with improved quality. Create customer communications, analyze user feedback, and produce marketing materials with the right balance of quality and throughput.

Characteristics

CharacteristicClaude Sonnet 4Claude Opus 4
<Input / Output> tokenOutput: 64,000 tokens
Max Tokens: 200,000 tokens
Output: 32,000 tokens
Max Tokens: 200,000 tokens
Preferred use caseClaude Sonnet 4 is Anthropic’s mid-size model with several major improvements—especially for coding. It is the ideal balance of performance and practicality for most internal and external use cases, including user-facing AI agents. The model is also more steerable than before, providing enhanced control over its eagerness to implement changes.
- Coding
- AI agents
- Efficient research
- Large-scale content
Claude Opus 4 is Anthropic’s most powerful model yet and the state-of-the-art coding model. It delivers sustained performance on long-running tasks that require focused effort and thousands of steps, significantly expanding what AI agents can solve. Claude Opus 4 is ideal for powering frontier agent products and features.
- Advanced coding
- AI agents
- Agentic search and research
- Long-horizon tasks and complex problem solving (virtual collaborator)
- Content creation: Memory and context management

Use Cases

  • Coding: Handle everyday development tasks with enhanced performance—power code reviews, bug fixes, API integrations, and feature development with immediate feedback loops.
  • AI Assistants: Power production-ready assistants for real-time applications—from customer support automation to operational workflows that require both intelligence and speed.
  • Efficient research: Perform focused analysis across multiple data sources while maintaining fast response times. Ideal for rapid business intelligence, competitive analysis, and real-time decision support.
  • Large-scale content: Generate and analyze content at scale with improved quality. Create customer communications, analyze user feedback, and produce marketing materials with the right balance of quality and throughput.