Not sure this is true. Inference margins are substantial and if you look at your claude code usage it's very clever at caching

  Input │      Output │  Cache Create │     Cache Read
 916,134 │  11,106,507 │   199,684,538 │  2,767,614,506

as an example here's my usage. Massive daily usage for the past two months.