No, although there are graph for which this is true (note that if all spanning trees are isomorphic, then all spanning trees will have the same number of leaves). Again, \(K_4\) is a counterexample. One spanning tree is a path, with only two leaves, another spanning tree is a star with 3 leaves.
in-context