hmm, yes and no. Yes, a little was added in my case (1,5 euro fee?), but no - the total price paid was still about 20 euro less than what Aegean was charging for the same flights. At least for me, at the time that I booked them..
Because, like you, I did compare their final prices with Aegean to be sure they didn't screw me in some way