I play with it off, because I prefer to not have my rolls messed with in either direction. I don't personally want to play with it giving me an artificial bonus and then likely dumping on me the next time I roll.
As someone else stated, if you don't know what you're doing keep it on for the sake of gameplay. Otherwise turn it off if you don't want it