Assuming the lighter jet is further away from its max glide range speed (which at say 300kt it most likely will be) then yes it (the lighter) will have a higher rate of descent.
Fly at anything other than max glide range speed, and you will not glide as far, therefore if both a/c are doing the same speed, the lighter a/c must descend faster.
Good question.