A long chat re-sends its history every turn, and caching only covers the unchanged prefix
The cost of a long session isn't in the message you just typed. It's in everything before it going back through the model again. A two-line reply on turn 40 carries the previous 39 turns with it. On screen the session looks light. The bill reflects the whole thread. Prompt caching softens this, but…
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- 2026-10-10 00:44 · r/OpenAI
A long chat re-sends its history every turn, and caching only covers the unchanged prefix