I don't know who would win here honestly, but it's worth noting the Kingpin is NOT fat. he's 100% muscle, and an extremely experienced fighter.
Actually, I take that back. With a year of preptime and "any means necessary" Fisk would annihilate joker- he's got some pretty top tier assassins (bullseye, etc) on the payroll.