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Claude Sonnet 4.6
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Claude Sonnet 4.6

claude-sonnet-4-6llms.txt
Anthropic
Claude Sonnet 4.6 delivers frontier intelligence at scale—built for coding, agents, and enterprise workflows. Use cases include: Agents: Sonnet 4.6 excels at complex, multi-step tasks requiring sustained reasoning and adaptive decision-making—ideal for workflows where reliability and autonomy matter most. Coding: Sonnet 4.6 is built for iterative development work, handling complex codebases without losing quality as you guide it through building, refactoring, and debugging. It can compress multi-day projects into hours with the technical depth to deliver production-ready solutions. Enterprise workflows: Sonnet 4.6 powers agents that manage professional projects from start to finish, leveraging memory to maintain context across files with a step-change improvement in creating spreadsheets, slides, and docs. Financial analysis: Sonnet 4.6 connects the dots across regulatory filings, market reports, and internal data—enabling sophisticated modeling and proactive compliance. Cybersecurity: Sonnet 4.6 brings professional-grade analysis to security workflows, correlating logs, vulnerability databases, and threat intelligence for proactive threat detection and automated incident response. Computer use: Sonnet 4.6 delivers confident, consistent navigation with more human-like browsing—enabling better web QA, workflow automation, and advanced user experiences.

Pricing

PricingCache ReadWeb SearchCache WriteCache Write 5 MinutesCache Write 1 Hour
$3.000$15.000
$0.3/M tokens$0.01/request$3.75/M tokens$3.75/M tokens$6/M tokens

Input Modalities

  • Text
  • Vision
  • PDF

Output Modalities

  • Text

Context length

  • 1M tokens

Max output

  • 128K tokens

Capabilities

  • Thinking
  • Streaming
  • Tool calling
  • Web search
  • URL context
  • Code interpreter
  • Computer use
  • File search
  • Memory tool
  • Structured outputs
  • Citations
  • Prompt caching
  • Background mode
  • Server-side sessions

Providers

Azure claude-sonnet-4-6
Pricing$3.000$15.000
Cache Read$0.3/M tokens
Web Search$0.01/request
Cache Write$3.75/M tokens
Cache Write 5 Minutes$3.75/M tokens
Cache Write 1 Hour$6/M tokens
Context200K
Max output128K
Latency1.8S
Throughput47.5TPS
Uptime
99.95% uptime 2 days ago
99.91% uptime yesterday
100.00% uptime today
AWS claude-sonnet-4-6
Pricing$3.000$15.000
Cache Read$0.3/M tokens
Web Search$0.01/request
Cache Write$3.75/M tokens
Cache Write 5 Minutes$3.75/M tokens
Cache Write 1 Hour$6/M tokens
Context200K
Max output128K
Latency1.6S
Throughput50.0TPS
Uptime
100.00% uptime 2 days ago
100.00% uptime yesterday
100.00% uptime today
Anthropic claude-sonnet-4-6
Pricing$3.000$15.000
Cache Read$0.3/M tokens
Web Search$0.01/request
Cache Write$3.75/M tokens
Cache Write 5 Minutes$3.75/M tokens
Cache Write 1 Hour$6/M tokens
Context200K
Max output128K
Latency2.4S
Throughput32.9TPS
Uptime
0.00% uptime 2 days ago
100.00% uptime yesterday
100.00% uptime today
VertexAI claude-sonnet-4-6
Pricing$3.000$15.000
Cache Read$0.3/M tokens
Web Search$0.01/request
Cache Write$3.75/M tokens
Cache Write 5 Minutes$3.75/M tokens
Cache Write 1 Hour$6/M tokens
Context200K
Max output128K
Latency0.9S
Throughput63.4TPS
Uptime
0.00% uptime 2 days ago
0.00% uptime yesterday
0.00% uptime today

Performance for claude-sonnet-4-6

Uptime is the percentage of requests that succeeded over the past 72 hours. AIHubMix continuously monitors every provider and automatically retries with the next-best provider when one returns an error or responds too slowly; Latency is total round-trip time (lower is better); Throughput is how fast the model writes (tokens per second, higher is better).

Uptime
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Latency
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Throughput
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Try this model

Python
import os
from openai import OpenAI

client = OpenAI(
    api_key=os.environ["AIHUBMIX_API_KEY"],
    base_url="https://aihubmix.com/v1",
)

response = client.chat.completions.create(
    model="claude-sonnet-4-6",
    messages=[
      {
        "role": "user",
        "content": "Hello, how are you?"
      }
    ],
    max_tokens=1024,
    stream=False,
)

print(response.choices[0].message.content)

Frequently asked questions

What is Claude Sonnet 4.6?

Claude Sonnet 4.6 delivers frontier intelligence at scale—built for coding, agents, and enterprise workflows. Use cases include: Agents: Sonnet 4.6 excels at complex, multi-step tasks requiring sustained reasoning and adaptive decision-making—ideal for workflows where reliability and autonomy matter most. Coding: Sonnet 4.6 is built for iterative development work, handling complex codebases without losing quality as you guide it through building, refactoring, and debugging. It can compress multi-day projects into hours with the technical depth to deliver production-ready solutions. Enterprise workflows: Sonnet 4.6 powers agents that manage professional projects from start to finish, leveraging memory to maintain context across files with a step-change improvement in creating spreadsheets, slides, and docs. Financial analysis: Sonnet 4.6 connects the dots across regulatory filings, market reports, and internal data—enabling sophisticated modeling and proactive compliance. Cybersecurity: Sonnet 4.6 brings professional-grade analysis to security workflows, correlating logs, vulnerability databases, and threat intelligence for proactive threat detection and automated incident response. Computer use: Sonnet 4.6 delivers confident, consistent navigation with more human-like browsing—enabling better web QA, workflow automation, and advanced user experiences.
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