Friends with benefits?

I have a friend who knows he's just a friend and he has been for about 3 years. Anyway, just recently we became friends with benefits. Issue is that I've noticed he kisses me a lot. Now we hang out a lot and we are really close, but I thought friends with benefits didn't really kiss and stuff aside from like making out leading too and during the sexual acts.
He's started kissing me (tongue and all) saying good bye and just kind of randomly. (not always leading on to things) Is this normal for a friends with benefits situation? I don't mind it, but its a bit confusing and I don't really like the idea of being friends with benefits if he has feelings for me.
Updates:
+1 y
Just an update for you guys, he said he loved me the other day.

I do not want a relationship from this friend. So a relationship is not blossoming.
Friends with benefits?
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