Anthropic API pricing refers to how Anthropic charges developers for using its Claude large language models through the API. Pricing is based on tokens processed, billed per million tokens, and differs by model, input vs output, and usage optimizations like caching or batch jobs.
How Anthropic API pricing works
Anthropic bills separately for input tokens (everything you send to the model) and output tokens (everything the model generates). Costs vary depending on which Claude model you use and whether you are operating within standard or long-context limits.
Prompt caching and batch discounts
Anthropic provides pricing optimizations that reduce costs at scale. Prompt caching makes repeated system prompts or long contexts much cheaper to read after a one-time write cost. The Batch API can receive significant discounts for long-running or offline workloads.
When Anthropic API pricing makes sense
Anthropic's pricing works best if you run high-volume or long-context workloads, can leverage prompt caching or batch jobs, want predictable costs tied to usage, and need strong reasoning without always paying premium rates.
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