Have you tried bike shorts yet? 

Bike shorts have a high, 11" rise, and an 8" inseam.  They come up high enough to smooth your tummy, and they come down far enough to not ride up or chafe your thighs.  Perfect, stretchy, freedom.  Pair them with anything.