Mix graham cracker crumbs, sugar, and melted butter. Press into a springform pan and chill.
Beat cream cheese and sugar until smooth. Mix in eggs one at a time, then vanilla and sour cream.
Fold in strawberries and bananas.
Pour filling over the crust. Cover and refrigerate for at least 4 hours, or until set.
Top with whipped cream, banana slices, strawberries, chocolate syrup, peanuts, and cherries.
Slice and enjoy the perfect no-bake banana split cheesecake.