If you keep fish that are habitual jumpers you probably want a cover, but otherwise the added light and the lack of maintenance needed to keep a cover clean tilt the scale to no cover, in my opinion. I use a cooling fan on my light fixture in any case, so I get a lot of evaporation, but I also use an overflow drain and continuous trickle of water coming in, so the level never changes.