[The Might]

Bah, I actually was going to say the same thing as Raynor just did.
I guess such a phrase is a good way to raise the moral of the soldiers, give them some more self-confidence and prepare them for the battle.

Though Gandalf doesn't want to raise anyone's moral, but instead to intimidate his opponent and maybe make him retreat.