The statement that provides evidence for the claim that many multicellular animals have the same Hox genes is:
The body plans of complex animals are very similar to one another.
This is because the similarity in body plans suggests that these animals share a common set of regulatory genes (like Hox genes) that influence their development, thereby leading to similar physical structures and arrangements.