I've heard predictions that they are coming. Well, one is here!
An LED-based “light bulb” that is said to output the light equivalent to a typical 70 watt bulb using only nine watts of input power. The cost is between $60 and $70. That's a bit expensive but I expect that they will have a very long lifetime—much longer than a compact flourescent lamp, for example.