Does prompt caching reduce usage?
Cached reads are cheaper but still count.
Cache hits are billed at a fraction of a fresh read, but the fraction is not zero. Long sessions that re-send a big context on every turn are still the fastest way to burn a window.
- Claude Code
- /compact shrinks the context and the per-turn cost.