How to chose the right decoupling/bypass capacitor variant for comparator power rails?
Bypassing is even more important if you don't have hysteresis. I would tend to use a single 1uF ceramic cap on each supply unless the comparator is switching a particularly nasty load. 

The LT1011 is not a particularly fast device (250ns), but it does have high gain.