The difference between premium and non-premium plays is whether the Spotify users are registered paying customers of the Spotify platform while listening to your music, or are simply using the free version of the app (the one that forces users to listen to advertisements in order to continuing listening to music). 


Spotify pays artists a bit less royalties per stream for free users of their app, compared to a stream originating from a paying premium user.