None of them support signing in, which is crucial for those who make use of recommendations and playlists.
Edit 2 : It was done due to legal reasons.
Although there is no official confirmation on the same, it seems like Google wanted users to get used to the ad-free user experience, which will help them to convert these users to pay a premium in the future.