Lambertian (high dome) has the most even beam pattern, weighted towards the center of the "beam."
Batwign (low dome) has intensity peaks off the center of the "beam."
Side-emitters have intensity peaks at roughly 90 degrees off "beam" center and are intended to be used with flatter incadescent-style reflectors.