Claude Opus 5.5 prompt caching raises costs up to 9x

Prompt caching can drastically reduce the cost of running AI agents, potentially saving up to 9.2x on token expenses, according to a practical analysis of Claude session logs. The author provides a Python script to check session logs for cache hit rates and warns that a broken cache with 1-hour writes can actually cost nearly double the uncached price. Open article →