The adjective bittersweet typically refers to that which has the flavors of both sweet and bitter, or to an experience which evokes both pleasure and sadness, suffering, or regret.
There are no categorical antonyms for this word.
Bittersweet may also refer to a woody vine.
The word most bittersweet is the superlative of bittersweet.