Pepsi is sweeter than Coke. If you look at the "Pepsi Challenge", Pepsi usually wins because on a first (small dose) one is more likely to go with a sweeter (palatable) drink. Coke on a first taste has a sort of bite to it, it's sharp.
Pepsi is nicer to start with, but goes rotten. The sweet is overwhelming.