The circuit boards are coated in conformal coating, and the ECU is located inside the truck. Both of those will keep the circuit board looking new.

I see nothing special about Ford's electrical design that would cause more or less stress on the capacitors.

As far as inferior brand, what color and name do the capacitors say on them? If the have a logo, can you take a picture of it?