Maybe it just comes down to the design of the particular hood-cowl-windshield area.
My Ram 1500, Maverick, Ridgeline, old style escape, 2001 accord never had the issue.
I would love if they had the heated feature that my 2019 corolla has to prevent it though
2022 Ford F150 XLT owner here
Got the truck in June, love it.
I live in Ontario and have notice that the biggest winter headache with this truck is the cowling area between the hood and windshield collects ice and snow terribly effectively, jamming the wipers and washer fluid sprayers