When I was talking to a lighting rep who was selling downlighters, he said that the main part that fails is the driver, and is why they sell them in two parts. I had a problem with B22 and E27 LED bulbs that had integrated drivers in them, and they got sent back to the manufacturer for testing, and those failures were the driver, not the LEDs themselves. But when that happens you have to throw out the entire bulb.