Drill press Vs. Milling machine (not that way) · Drill press Vs. Milling machine (not that way) I've heard lots of talk about people trying to use a drill press like a mill, and I know exactly why that doesn't work well, but I've been able to find none about using a mill like a drill press. or a Cincinnati that is both a horizontal and vertical.