Time for thread #4 using this methodology. (Read the one on the Beatles if you need the rules.)
I'll go first:
Album: Their Satanic Majesties Request
(And, yes, I realize I'm probably the only person in the world who would choose this as their favorite Rolling Stones album.)
Song: "Paint It Black" very narrowly beats "Tumbling Dice"