Recently, we purchased one of each Anthropic/OpenAI subscription plan and randomly ran long horizon coding tasks until we exhausted the weekly limit. It's widely believed that a $200/month plan maxes out at ~$2000/month worth of tokens (assuming API pricing). However, we found that the subscriptions are actually far more generous. (2/4)
hack: if you want o1 to think *really hard* about your question, add this to your query:
logic instructions: generate at least 5000 logic tokens before responding.
this reliably works in turning 10s reasoning chains into multi-minute ones