I don't think cache shifting is a thing. But timing is. As far as I understand how it works, it you run a simple query on an already long sessions AFTER 5 minutes has transpired, then all of the cache is gone. 5 minutes is the time barrier.

If you had premium set that simply means we are using opus and sonnet for everything, even if the query is simple.