Sour cherries are tart red cherries. Sour cherries and sweet cherries are two varieties of cherry. The flesh texture, juiciness, and flavor will be different with each variety, but equally delicious. When using fresh cherries the critical thing to make sure of is that you remove the hard pit in the middle while you are washing them and preparing them.