Plate armor is nearly impenetrable to a katana. The knight's longsword, mace, or warhammer cracks through samurai armor, and he's typically bigger and better protected. It's not close.
Knight's heavier build and mace let him smash through joints samurai armor can't protect. Plus full plate shrugs off slashes way better than lacquered wood.