Choosing a model

If you’re unsure which model to use, we recommend starting with Claude Sonnet 4.5. It offers the best balance of intelligence, speed, and cost for most use cases, with exceptional performance in coding and agentic tasks. All current Claude models support text and image input, text output, multilingual capabilities, and vision. Models are available via the Anthropic API, AWS Bedrock, and Google Vertex AI. Once you’ve picked a model, learn how to make your first API call.

Latest models comparison

FeatureClaude Sonnet 4.5Claude Haiku 4.5Claude Opus 4.1
DescriptionOur smartest model for complex agents and codingOur fastest model with near-frontier intelligenceExceptional model for specialized reasoning tasks
Claude API IDclaude-sonnet-4-5-20250929Copied!claude-haiku-4-5-20251001Copied!claude-opus-4-1-20250805Copied!
Claude API alias1claude-sonnet-4-5Copied!claude-haiku-4-5Copied!claude-opus-4-1Copied!
AWS Bedrock IDanthropic.claude-sonnet-4-5-20250929-v1:0Copied!anthropic.claude-haiku-4-5-20251001-v1:0Copied!anthropic.claude-opus-4-1-20250805-v1:0Copied!
GCP Vertex AI IDclaude-sonnet-4-5@20250929Copied!claude-haiku-4-5@20251001Copied!claude-opus-4-1@20250805Copied!
Pricing2$3 / input MTok
$15 / output MTok
$1 / input MTok
$5 / output MTok
$15 / input MTok
$75 / output MTok
Extended thinkingYesYesYes
Priority TierYesYesYes
Comparative latencyFastFastestModerate
Context window /
(beta)3
Max output64K tokens64K tokens32K tokens
Reliable knowledge cutoffJan 20254Feb 2025Jan 20254
Training data cutoffJul 2025Jul 2025Mar 2025
1 - Aliases automatically point to the most recent model snapshot. When we release new model snapshots, we migrate aliases to point to the newest version of a model, typically within a week of the new release. While aliases are useful for experimentation, we recommend using specific model versions (e.g., claude-sonnet-4-5-20250929) in production applications to ensure consistent behavior. 2 - See our pricing page for complete pricing information including batch API discounts, prompt caching rates, extended thinking costs, and vision processing fees. 3 - Claude Sonnet 4.5 supports a 1M token context window when using the context-1m-2025-08-07 beta header. Long context pricing applies to requests exceeding 200K tokens. 4 - Reliable knowledge cutoff indicates the date through which a model’s knowledge is most extensive and reliable. Training data cutoff is the broader date range of training data used. For example, Claude Sonnet 4.5 was trained on publicly available information through July 2025, but its knowledge is most extensive and reliable through January 2025. For more information, see Anthropic’s Transparency Hub.
Models with the same snapshot date (e.g., 20240620) are identical across all platforms and do not change. The snapshot date in the model name ensures consistency and allows developers to rely on stable performance across different environments.
Starting with Claude Sonnet 4.5 and all future models, AWS Bedrock and Google Vertex AI offer two endpoint types: global endpoints (dynamic routing for maximum availability) and regional endpoints (guaranteed data routing through specific geographic regions). For more information, see the third-party platform pricing section.
The following models are still available but we recommend migrating to current models for improved performance:
FeatureClaude Sonnet 4Claude Sonnet 3.7Claude Opus 4Claude Haiku 3.5Claude Haiku 3
Claude API IDclaude-sonnet-4-20250514Copied!claude-3-7-sonnet-20250219Copied!claude-opus-4-20250514Copied!claude-3-5-haiku-20241022Copied!claude-3-haiku-20240307Copied!
Claude API aliasclaude-sonnet-4-0Copied!claude-3-7-sonnet-latestCopied!claude-opus-4-0Copied!claude-3-5-haiku-latestCopied!
AWS Bedrock IDanthropic.claude-sonnet-4-20250514-v1:0Copied!anthropic.claude-3-7-sonnet-20250219-v1:0Copied!anthropic.claude-opus-4-20250514-v1:0Copied!anthropic.claude-3-5-haiku-20241022-v1:0Copied!anthropic.claude-3-haiku-20240307-v1:0Copied!
GCP Vertex AI IDclaude-sonnet-4@20250514Copied!claude-3-7-sonnet@20250219Copied!claude-opus-4@20250514Copied!claude-3-5-haiku@20241022Copied!claude-3-haiku@20240307Copied!
Pricing$3 / input MTok
$15 / output MTok
$3 / input MTok
$15 / output MTok
$15 / input MTok
$75 / output MTok
$0.80 / input MTok
$4 / output MTok
$0.25 / input MTok
$1.25 / output MTok
Extended thinkingYesYesYesNoNo
Priority TierYesYesYesYesNo
Comparative latencyFastFastModerateFastestFast
Context window /
(beta)1
Max output64K tokens64K tokens / 128K tokens (beta)432K tokens8K tokens4K tokens
Reliable knowledge cutoffJan 20252Oct 20242Jan 2025233
Training data cutoffMar 2025Nov 2024Mar 2025Jul 2024Aug 2023
1 - Claude Sonnet 4 supports a 1M token context window when using the context-1m-2025-08-07 beta header. Long context pricing applies to requests exceeding 200K tokens.2 - Reliable knowledge cutoff indicates the date through which a model’s knowledge is most extensive and reliable. Training data cutoff is the broader date range of training data used.3 - Some Haiku models have a single training data cutoff date.4 - Include the beta header output-128k-2025-02-19 in your API request to increase the maximum output token length to 128K tokens for Claude Sonnet 3.7. We strongly suggest using our streaming Messages API to avoid timeouts when generating longer outputs. See our guidance on long requests for more details.

Prompt and output performance

Claude 4 models excel in:
  • Performance: Top-tier results in reasoning, coding, multilingual tasks, long-context handling, honesty, and image processing. See the Claude 4 blog post for more information.
  • Engaging responses: Claude models are ideal for applications that require rich, human-like interactions.
  • Output quality: When migrating from previous model generations to Claude 4, you may notice larger improvements in overall performance.

Migrating to Claude 4.5

If you’re currently using Claude 3 models, we recommend migrating to Claude 4.5 to take advantage of improved intelligence and enhanced capabilities. For detailed migration instructions, see Migrating to Claude 4.5.

Get started with Claude

If you’re ready to start exploring what Claude can do for you, let’s dive in! Whether you’re a developer looking to integrate Claude into your applications or a user wanting to experience the power of AI firsthand, we’ve got you covered.
Looking to chat with Claude? Visit claude.ai!
If you have any questions or need assistance, don’t hesitate to reach out to our support team or consult the Discord community.