I wouldn't say I prefer aspartame to sugar, but to me it's the least bad tasting sugar substitute.
On the rare occasion when I get Diet Coke at a restaurant, it has a really nasty taste because they add saccharine in the fountain version. Compared to the canned version which uses only aspartame, the fountain version is almost undrinkable.