If you flip toast rather than drop it, it doesn’t. Also, if you drop it it doesn’t really land “butter side down” but “top side down”. Just butter the bottom of your toast to solve the problem!

https://en.m.wikipedia.org/wiki/Buttered_toast_phenomenon