Prompt Caching Strategies to Cut LLM Costs by 70%

Automated excerpt

Most LLM providers charge for every token you send in a request — input tokens plus output tokens. The key insight: prompt caching only works on static prefix content. Same order means the same prompt prefix, which means a cache hit.

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