How much resistance do I actually need?

Beginners are generally well served by sets that top out around 30–50 lb per band. Specialist-community threads on r/ResistanceBand consistently warn that experienced lifters quickly outgrow light sets and should look at stackable tube systems or heavy loop bands rated 100+ lb if they want progressive overload.