Window bedding tapes-Whats the difference?

It won't be long till I need to install my door windows, a/c hatch, lights, etc. I've been looking at bedding tapes. They are priced different and made of different material. Some are listed as caulk. Others as butyl. Any reasons to use one over the other? I also think it would be helpful to be able to remove or replace an item if needed in the future without tearing up my PMF skin.