OK, if you guys want technical, sticking an LED bulb assembly in a light designed to use an incandescent bulb may have less than satisfying characteristics because the fresnel pattern may have been optimized for a filament bulb.

Gary can confirm this and also indicate I speak truth. I didn't make this one up.