These differences mostly come down to package manager variations, which should be one of the main considerations when picking out a distro in the first place. My personal advice is to use Arch/Manjaro with pacman, and avoid all snaps/flatpaks. The AUR is designed for people to integrate these apps like Spotify and Bitwig into the proper locations, instead of snaps and flatpaks making their own folders and such.