I ran stock shocks on my 06 after doing a 2" leveling kit. After i put on the Bilstein 5100's i could tell a big difference. Like most have said, mostly at medium speeds over bumps.
It rebounds a lot better due to the longer travel and your shocks not being over extended.
Still rides a little rough tough, not near as bad as stock shocks.