I had trouble seeing through my peep in low light conditions. So i took it off and put a No-peep on my sight... Worked really well for me, i actually shoot tighter groups. With the no peep you can even get rid of your kisser button, but i kept mine.

The only advantage other than visibility is the obvious arrow speed... taking weight off your string gives you some more fps..