Prompt Caching Explained: How to Skip Prefill on Every API Call

Added: 2026-05-22

Prompt caching is a technique that stores computed key-value tensors during the prefill phase of LLM API calls, allowing subsequent requests with identical system prompts to skip the prefill computation entirely, resulting in up to 85% faster time to first token and up to 90% cheaper input token costs.