18+ What are the differences between the 'base' of various Linux distributions?

I’ve been using linux desktop for a year or so now. One noteable thing i keep seeing is that one person will say I dont like XYZ distrobution because of its base. But I am still a little unsure what is meant by it. I am assuming the main difference between each base is the choice of package management(?). But what other...