A single is a song that can include up to three alternative mixes or versions. An album is a collection of several songs from one artist. A single is cheaper, while an album is normally more expensive.
A compilation comprises tracks from one or several perfomers. If tracks are from several performers there may be a unique theme linking all tracks.