Weapon drops are random and are only "chance to drop" - it's not a guarantee you'll get something.
Hard is not supposed to be attempted before T5, which is why Normal caps there. Your weapons are too weak to effectively fight those enemies. This is mentioned in the Road Map.
~Alan | Anime
I award you no points, and may God have mercy on your soul.