The evidence presented from This American Life suggests that first people choose to disappear, but soon switch to the ability to fly.
I think in normal American society (where normal to me means the society I've been a part of for the past 42 years) I would also choose the ability to fly.
But what if I were living in a more tyrannical society? Like Iraq? I certainly would choose to disappear for any number of reasons.