Do more expensive Cantina battles award with higher chance for shards?

Drop rate doesn't change with how much the energy cost is. Credits and whatnot do increase with the energy cost, but as far as cantina currency, you end up getting the same on 12 energy and 16 energy modes when you factor in energy cost vs total amount received. I did the math and it evens out after I think 200 energy spent.