Peppers! Pickled, or Fresh?

I usually buy pickled peppers now that I'm eating peppers and spicy foods. I have heard people saying fresh is best, but pickled seems to have a good flavor along with a decent amount of spice. So which do you prefer, and why is that? Also, why is fresh often seen as the go-to for eating peppers?