Let $G$ be a connected, reductive algebraic group over an algebraically closed field of zero or good and odd characteristic. We characterize spherical conjugacy classes in $G$ as those intersecting only Bruhat cells in $G$ corresponding to involutions in the Weyl group of $G$.