What about the writing?
Peter Capaldi had next to nothing to work with.
Look at "Dinosaurs on a Spaceship" - utterly barmy yet wonderfully thought out with a delightful piece of pathos at the end thanks to Mark Williams.
Or A Christmas Carol with Michael Gambon, Catherine Jenkins and the best line in the history of television "Doctor - there's a shark in my bedroom!". GLORIOUS!