My e-bicycle has Schwalbe Marathon Plus tires during summer and Schwalbe Winter Plus (with spikes) for the icy/snowy months. Yes, they are expensive. But their puncture guard layers really do work as advertised. So if you ride mostly on paved roads with a city bike and want to worry less and can afford them, get them. Winter tires only needed when your roads look like mine ;)