For headlamp, I choose AA (nicd/nimh) over li-ion 14500 because it’s easy to get. I use it mainly for outdoor activity where runtime is expected than the brightness output.
And like Pablo said, I feel more convenient with AA battery attached to my head than lithium-ion.