I chose Apple Music for a couple reasons:

1. I can add music to my streaming library that is not on their service and that music isn't treated any differently than the stuff in their catalog from a UI standpoint.

2. It integrates better into the Apple ecosystem, which I've already tied myself too. For example, play music using Siri and Apple TV support.

Also, I'm not a fan of Spotify's UI.