It feels so weird to me - people are exhausting their quotas while I am trying very hard to even reach mine with the $200 plan.
We're generating all of the code for swamp[1] with AI. We review all of that generated code with AI (this is done with the anthropic API.) Every part of our SDLC is pure AI + compute. Many feature requests every day. Bug fixes, etc.
Never hit the quota once. Something weird is definitely going on.
Man what the hell happened to System Initiative. It was a super weird pivot from sociotechnical proclamations to a tool I honestly have no idea what it does for me? Is it n8n for agents? Is it needed when I have a bunch of skills that approximate whatever swamp is trying to do? Who knows!
My hypothesis is that people who have continuous sessions that keep the cache valid see the behavior you’re describing: at 95% cache hits (or thereabouts), the max plan goes a long way.
But people who go > 5 minutes between prompts and see no cache, usage is eaten up quickly. Especially passing in hundreds of thousands of tokens of conversation history.
I know my quote goes a lot further when I sit down and keep sessions active, and much less far when I’m distracted and let it sit for 10+ minutes between queries.
It’s a guess. But n=1 and possible confirmation bias noted, it’s what I’m seeing.