This gadget is quiet, efficient and works on any surface.  The technology is incredible.  Empties itself and leaves nothing behind! I transitioned easily from an old school vacuum.  It has a precise mapping technology and I have no issues with the edges or corners.  It navigates the house easily and is quiet.  The self emptying feature is super nice! I highly recommend this!