Tidal is the most popular option for audiophiles. What I also like about it is the fact that they pay artists much more fairly than other platforms. According to this, they payout $0.013 per stream on average (which means $1 per 77 streams). Because I listen to a lot of unknown artists it is important to me to be on a platform where I can support those artists much more directly.
AFAIK Spotify only pays the overall most listened to artists like Taylor Swift etc. I canceled my Spotify subscription when Neil Young quit Spotify.
EDIT: because this is becoming a bit popular, for anyone looking to migrate from Spotify to Tidal, I recommend this simple to use python script to migrate your playlists. And because we have a lot of Linux users here, check out tidal-hifi.