- low power factor (usually 50%).
- cheap passives, caps/coils
- terrible heat dissipation, e27/e14 are no good target, but see overdriven again
- close to no input protection (see power supplies, again), so motors totally wreck them with their induction kickback
OTOH, constant (not over)driven LEDs with dedicated power supplies (pref. isolated, so safer), with decent area, aluminum PCBs can last long.A cheap advice if you have to buy a retrofit LED bulb, buy the heaviest one, i.e. get a scale with (at least) gram precision and weight them. More mass - better heat dissipation, better passives.