They used to be quite different. Pandora focused on free, advertiser-supported music with limited customization. It was basically a radio service delivered over the internet. Spotify was primarily ...
Once you've thumbed-up enough tracks or artists, Pandora will automatically create a Thumbprint station for you. The Thumbprint Radio station includes all of the music that you've thumbed-up.