Pretty much only one good reason.

[he steps up at Illidan's shoulder and cocks a cool look up at him, even if he can't see it.]

You could have killed me at any point from the moment I ran into you. So far you haven't. We're both carrying weapons, so there's no reason for you to cop out and chuck me into the ravine when you could just as easily fight me.