This is true of all consumer products, not LEDs specifically. LED lighting has been mainstream long enough now that you can find plenty of information on which specific brands and models are decent.

My personal anecdote is that I have yet to have any Philips LED bulbs die on me. The oldest ones I have are from 2012.