Models from Partners and Community

• Developed and supported by external partners and community contributors.
• Diverse range of specialized models catering to niche or broad use cases.
• Typically validated by providers themselves, with integration guidelines provided by Azure.
• Community-driven innovation and rapid availability of cutting-edge models.
• Standard Azure AI integration, with support and maintenance managed by the respective providers.

Key capabilities

About this model

Key model capabilities

• Adaptive thinking is an upgrade to extended thinking that gives Claude the freedom to think as much or as little as needed depending on the task and effort level.
• 1M context window: Claude Opus 4.7 supports a 1M token context window, enabling reasoning over entire codebases and carrying multi-day project context forward without frequent compaction.
• High-resolution image input: Claude Opus 4.7 processes images at up to 2576px / 3.75MP delivering sharper results on screenshots, documents, and computer use.
  Claude Opus 4.7 is our most capable generally available model, advancing performance across coding, enterprise workflows, and long-running agentic tasks.
• Coding: Claude Opus 4.7 is built for agentic coding at scale, excelling at long-horizon projects, complex implementations, and polished UI design. It handles the full lifecycle from architecture to deployment, including design-quality UI so senior engineers can delegate complex work with confidence.
• Enterprise workflows: Claude Opus 4.7 sets the standard for enterprise knowledge work, carrying context across sessions to manage complex, multi-day projects end-to-end. It delivers professional polish on the documents, spreadsheets, and presentations that move work forward.
• Long-running agents: Claude Opus 4.7 powers production agentic workflows, orchestrating complex multi-tool tasks with industry-leading reliability. It plans deliberately, uses memory to learn across sessions, and drives long-running work forward with minimal oversight.
• Multimodal reasoning: Claude Opus 4.7 brings high-resolution vision to frontier multimodal reasoning, capturing fine detail in charts, diagrams, and complex document layouts alongside the surrounding context.
• Financial analysis: Claude Opus 4.7 brings frontier reasoning to financial workflows, reading dense filings and charts at high fidelity and carrying context across an entire deal or reporting cycle. It handles the nuance and precision that compliance-sensitive work demands.
• Cybersecurity: Claude Opus 4.7 supports security work that requires sustained focus across long traces and large codebases, surfacing subtle patterns during code review, triage, and investigation.

Use cases

Out of scope use cases

Pricing

Technical specs

Training cut-off date

Input formats

Supported language

Supported Azure regions

Sample JSON response

Input

{
  "model": "claude-opus-4-7",
  "max_tokens": 4096,
  "messages": [
    {
      "role": "user",
      "content": "Analyze this code for security vulnerabilities and suggest fixes."
    }
  ]
}

Output

{
  "content": [
    {
      "text": "I'll analyze this code for security vulnerabilities...",
      "type": "text"
    }
  ],
  "id": "msg_example",
  "model": "claude-opus-4-7",
  "role": "assistant",
  "stop_reason": "end_turn",
  "type": "message",
  "usage": {
    "input_tokens": 42,
    "output_tokens": 256
  }
}

Error response:

4XX: { "error": { "message": "Invalid request", "type": "invalid_request_error" }, "request_id": "", "type": "error" }

Model architecture

Long context

Optimizing model performance

Additional assets

• Claude Documentation : Visit Claude documentation for a wealth of resources on model capabilities, prompting techniques, use case guidelines, and more.
• Adaptive Thinking Guide : Understand how best to use adaptive thinking with Claude.
• Claude Prompting Resources : Check out Anthropic's prompting tools and guides to learn how to craft prompts that elicit more helpful, nuanced responses.
• Claude Cookbooks : Check out example code for a variety of complex tasks, such as RAG from various web sources, making SQL queries, function calling, multimodal prompting, and more.

Distribution channels

• Claude API: For developers interested in building agents, Claude Opus 4.7 is available on the Claude Developer Platform.
• Claude Code: Use Claude Opus 4.7 with Anthropic’s industry-leading coding agent, Claude Code.

More information

Data handling