July 8, 2026/3 min/referencePrompt Caching Explained: How to Cut LLM Cost by up to 90% Without Losing QualityPrompt caching reuses precomputed KV state for identical prompt prefixes, cutting cost up to 90% and latency up to 85% with no quality change.Read→#llm#prompt-caching#cost-optimization