If you need the tokens for real work, that’s what the API and the other providers like Bedrock are for. The subscription product is merely to whet your appetite.
Missing the point. I don't choose which tokens to buy. I send a request and the server decides how much it costs after its done.
Well then I would just not use their service. I used extra usage once and just for what I'd consider a low amount of tests and coding, racked up like $300 in an hour or more. For some, that's not a lot of money, for me, I'd just code it manually, especially without knowing almost any way to gauge how much I'll need and how fast it goes.
I'm not sure how businesses budget for llm APIs, as they seem wildly unpredictable to me and super expensive, but maybe I'm missing something about it.