With many commercial applications, the big cost savings is the labor involved in replacing the bulb. Many bulbs require cherry pickers, ladders or scaffolding to replace. This is one big reason why the street light market is so important. In union areas it usually takes three people, plus cherry picker to change the bulbs. But even for residential applications I prefer LED. They are instant on with no flickering, and the quality of light is better.