Bulbs with a shorter lifetime are also a lot more efficient, because they run hotter.

That's why that one bulb that's been burning for a 100 years in a firestation somewhere is only just glowing.

Heat is literally inefficient by definition - it's spent energy which hasn't been converted to visible light.