I love Sweet Victory... But it doesn't really count as a SpongeBob song... So I'm gonna have to go with the following four songs as my favorite SpongeBob songs (because I couldn't just choose three).. 4) Gary Come Home. 3) The Campfire Song Song. 2) A Day Like This. 1) Best Day Ever (the SB Musical version if it counts, or the version at the end of the 1st SB movie if it doesn't).