The US military can track and engage ICBMs moving at 15k MPH but can't identity drones above residential neighborhoods in the continental US? They really do believe we're stupid.
Truth is, a Patriot system would probably also miss something like this unless it had special SHORAD or CIWS defenses alongside it. A lot of these drones are going to be invisible to conventional radar if they want to be.