You can pain an abstract painting but they often don't make such a strong impression.
Music is naturally abstract and it is very powerful. This makes music unique. So it is not that abstract art is better. It is that music shines more when it is abstract.
I would like to add, that abstract music can shine more—provided that it is good music, of course—, because there is no "semantic patina" that prevents it from doing so.