Service tiers

We offer three service tiers:

• Priority Tier: Best for workflows deployed in production where time, availability, and predictable pricing are important
• Standard: Default tier for both piloting and scaling everyday use cases
• Batch: Best for asynchronous workflows which can wait or benefit from being outside your normal capacity

Standard Tier

The standard tier is the default service tier for all API requests. Requests in this tier are prioritized alongside all other requests and observe best-effort availability.

Priority Tier

Requests in this tier are prioritized over all other requests to Anthropic. This prioritization helps minimize "server overloaded" errors, even during peak times.

For more information, see Get started with Priority Tier

How requests get assigned tiers

When handling a request, Anthropic decides to assign a request to Priority Tier in the following scenarios:

• Your organization has sufficient priority tier capacity input tokens per minute
• Your organization has sufficient priority tier capacity output tokens per minute

Anthropic counts usage against Priority Tier capacity as follows:

Input Tokens

• Cache reads as 0.1 tokens per token read from the cache
• Cache writes as 1.25 tokens per token written to the cache with a 5 minute TTL
• Cache writes as 2.00 tokens per token written to the cache with a 1 hour TTL
• For long-context (>200k input tokens) requests, input tokens are 2 tokens per token
• All other input tokens are 1 token per token

Output Tokens

• For long-context (>200k input tokens) requests, output tokens are 1.5 tokens per token
• All other output tokens are 1 token per token

Otherwise, requests proceed at standard tier.

Using service tiers

You can control which service tiers can be used for a request by setting the service_tier parameter:

message = client.messages.create(
    model="claude-sonnet-4-5",
    max_tokens=1024,
    messages=[{"role": "user", "content": "Hello, Claude!"}],
    service_tier="auto"  # Automatically use Priority Tier when available, fallback to standard
)

The service_tier parameter accepts the following values:

• "auto" (default) - Uses the Priority Tier capacity if available, falling back to your other capacity if not
• "standard_only" - Only use standard tier capacity, useful if you don't want to use your Priority Tier capacity

The response usage object also includes the service tier assigned to the request:

{
  "usage": {
    "input_tokens": 410,
    "cache_creation_input_tokens": 0,
    "cache_read_input_tokens": 0,
    "output_tokens": 585,
    "service_tier": "priority"
  }
}

This allows you to determine which service tier was assigned to the request.

When requesting service_tier="auto" with a model with a Priority Tier commitment, these response headers provide insights:

anthropic-priority-input-tokens-limit: 10000
anthropic-priority-input-tokens-remaining: 9618
anthropic-priority-input-tokens-reset: 2025-01-12T23:11:59Z
anthropic-priority-output-tokens-limit: 10000
anthropic-priority-output-tokens-remaining: 6000
anthropic-priority-output-tokens-reset: 2025-01-12T23:12:21Z

You can use the presence of these headers to detect if your request was eligible for Priority Tier, even if it was over the limit.

Get started with Priority Tier

You may want to commit to Priority Tier capacity if you are interested in:

• Higher availability: Target 99.5% uptime with prioritized computational resources
• Cost Control: Predictable spend and discounts for longer commitments
• Flexible overflow: Automatically falls back to standard tier when you exceed your committed capacity

Committing to Priority Tier will involve deciding:

• A number of input tokens per minute
• A number of output tokens per minute
• A commitment duration (1, 3, 6, or 12 months)
• A specific model version

Supported models

Priority Tier is supported by:

• Claude Opus 4.1
• Claude Opus 4
• Claude Sonnet 4
• Claude Sonnet 3.7
• Claude Haiku 3.5

Check the model overview page for more details on our models.

How to access Priority Tier

To begin using Priority Tier:

1. Contact sales to complete provisioning
2. (Optional) Update your API requests to optionally set the service_tier parameter to auto
3. Monitor your usage through response headers and the Claude Console