Amazon Prime Music vs Amazon Music Unlimited

Amazon has today in the UK introduced its Amazon Music Unlimited subscription service, which was previously available only in the US. But for many of us this confuses things - what is the difference between Prime Music and Music Unlimited, and should you pay extra for the Music Unlimited subscription?