Since Lidar doesn't use moving parts I imagine it should be easy to make it last longer than the life of the vehicle.
But for radar, correct, those modules are available as a commodity for automotive lifescales.
The general problem is that simple, cost effective radar is low precision while expensive, complex lidar is high precision.