Claude Code logs show 98.1% token cache reads

An analysis of 30 days of Claude Code usage logs reveals that 98.1% of the 4.9 billion consumed tokens were cache reads. The author explains how to accurately count tokens without double-counting reply lines, discusses why prompt caching dramatically reduces costs, and shows how to monitor plan limits using status line inputs. Open article →