I've never played the game before in any of its incarnations but have spun the soundtrack so much that is it were a tape it would've popped:
Absolutely awesome compositions and so much variety yet it all sounds cohesive. Whats your pick?
Super Mario Bros 3
Could it be left out? Hell no!
(Will Streets of Rage 4's music be THIS good???)