Anthropic: claude-sonnet-4.5

claude-sonnet-4.5
200K context64K outReasoningToolsVisionFilesCacheStructuredComputer usePrefill
Released Sep 29, 2025Knowledge cutoff 2025Updated Sep 29, 2025

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with improvements across system design, code security, and specification adherence. The model is designed for extended autonomous operation, maintaining task continuity across sessions and providing fact-based progress tracking. Sonnet 4.5 also introduces stronger agentic capabilities, including improved tool orchestration, speculative parallel execution, and more efficient context and memory management. With enhanced context tracking and awareness of token usage across tool calls, it is particularly well-suited for multi-context and long-running workflows. Use cases span software engineering, cybersecurity, financial analysis, research agents, and other domains requiring sustained reasoning and tool use.

Mode chatTokenizer ClaudeModerated

Pricing

Input price
$3.60/ 1M tokens
Output price
$18.00/ 1M tokens
Context window 200K tokensCompatible endpoints anthropic, openaiVendor Anthropic

Performance

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Usage & Ranking

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Supported parameters

All providers = every upstream serving this model supports it. Some providers = depends on which upstream handles the request. Default = the value sent when you leave the parameter unset.

ParameterProvidersDefault
frequency_penaltySome providersNot sent by default
include_reasoningAll providers-
max_completion_tokensSome providers-
max_tokensAll providers-
presence_penaltySome providersNot sent by default
reasoningAll providers-
repetition_penaltySome providersNot sent by default
response_formatSome providers-
stopSome providers-
structured_outputsSome providers-
temperatureAll providers1
tool_choiceAll providers-
toolsAll providers-
top_kAll providersNot sent by default
top_pAll providers1

Frequently asked questions

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