About 1/4", tapered. But that can vary. A lot depends if you are using a pre made plug and have to drill a hole for it, or drill a hole first and make the plug fit the hole.
Check your work on a scrap of wood first and get used to using a reamer. You can go from too tight to sloppy loose fast if you rush it.