You probably need to go to stronger, heavier material a little bit later (higher power) than you actually will. As a group we have a tendency to overbuild. So when you start to think "Maybe I should use quarter inch plywood", you're probably still good with one eighth. When you start thinking "Maybe I should glass this heavy wall cardboard tube", you probably don't need to. It's not always a bad thing, because at a little bit bigger and higher lower you eventually really will need to; better to have it and not need it than to need it and not have it.I don't (yet) build medium or high power rockets so I am not sure when one has to start giving up on paper, cardboard, and balsa, and start using stronger materials for a rocket.
The problem comes when each generation adds a little bit more cautious overbuilding on top of the cautious overbuilding that the prior generation taught - and didn't know they were doing and teaching - and before you know it you've got five pound, fiberglass and plywood mid power birds. But I guess this is all off topic, isn't it?