Oily stuff tastes unctuous.
Butter is favored because most people had it in their youth. Some regions loves Nato and Chicken feet, others cheese and oysters. What's the most delicious? It depends of your own history.
I spread olive oil on my toast and prefer the croissants made with that as well. My favorite dish is fried tempeh.