Claude Code does caching well fwiw. Looking my costs after a few code sessions (totaling $6 or so) the vast majority is cache read, which is great to see. Without caching it'd be wildly more expensive.

Like $5+ was cache read ($0.05/token vs $3/token) so it would have cost $300+