The knights drop 5 gearboxes each. I had no problems with receiving them the first try, but now I beat all 3, and none of them dropped any reward at all, even although I did get ‘event succeeded’ as well.
The champions still drop their loot normally, and other players (aside from a couple of others who told me they had the exact same thing happening to them) still received the loot normally though.