There are two main forms of joint compound you can choose from: setting-type and premixed. Compare the different kinds of joint compound available to find the right one best suited for your application. Joint compound – also known as drywall mud – is a gypsum-based mixture that helps give your wall a seamless look by securing drywall tape, sealing the joints between the drywall panels and covering up nails and screw heads.