I expect in the future we'll find out that someone in the industry was juicing the numbers with fake thinking tokens or something. The whole pricing model of charging you for the tokens it generates while not knowing how much it is going to generate going in has always been pretty crazy.
It reminds of early smart phones when the cell providers pulled away from unlimited data...and then they brought it back in s few years.
I think competition will get fierce. We see many people are attracted to the price stability of GHCP - it became clear what a request could do - the problem is that they didn't match results with cost. It's not clear what a 5 hour usage window in Claude Code can do.
There's no reason the harness couldn't provide a quote on the next request, aside from it takes effort and it would be upfront to the user, creating expectations.