In this paper we study the sets of good, very good, Hoare good and Smyth good relations on an algebra. In particular, we give a necessary and sufficient condition for the $\subseteq$-ordered set of good relations on an algebra to be a lattice. Also, we investigate the sets of very good, Hoare good and Smyth good relations in respect to various ways of powering.