Eye of Shadow Drop Rate
I bring you good news! After speaking with the developers about this, they told me that the drop rate was raised off of the demons with patch 1.8. The drop rate is still higher if you kill Lord Kazzak, but for those players not in a guild able to kill him, the demons should drop the Eye a bit more often.
From Fangtooth