In terms of what these music services do, I honestly don't think there's a huge difference. When I say AM is the best product, I mean it's the best product (for most people, anyway) on Apple devices by virtue of AM's tight integration with the platform, iTunes Match and especially Siri.
Nothing beats asking Siri to play a song, playlist, artist, top hits of whatever month, year or decade, etc.