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It’s useful to consider the impact this has on conversations.

In an ongoing conversation with a model you end up re-submitting the full test of the previous conversation - both prompts and responses - at every step. This means the cost per prompt in that conversation increases each time.

Claude prompt caching can start saving you money even with just a single user having a conversation, provided each of their replies is within five minutes of the previous reply.



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