The difference is that on Prime it's radio-style only. If you ask for a specific song you get a playlist of songs like the one you requested which may or may not include the song you asked for.

A massive limitation for some people, but it fits my usage.

It was perfect timing for me. Google just massively raised their prices for Youtube family so I was looking for alternatives.