I have seen two dead LED lights (not mine). One IKEA bulb died silently, one complete ceiling light released its magic smoke. Both with defect drivers, probably overheating or components driven out of specs, dunno. LEDs were still good.
I lived here for 11 years now, all halogen lights are still ok. Bought six dimmable (three modes via UI) Philips LED bulbs 5 years ago when there was a good sale, all still good, but they rarely run on max.
I’d always look for multi-mode bulbs in the future. Better on the eyes and on the electronics.
Much earlier we (my parents, later myself) tried CFL to replace incans but never saved any money with them. Most of them died early. Terrible technology.