Skis are optimized to move efficiently on top of snow, while bicycle wheels are not.

This is one of the big reasons why good plowing is a key feature required for winter cycling in snowy climates. My city has been doing alright in this regard, and I’ve been able to continue cycling for some of my trips. Transit is so good here though that I use that over cycling while the weather is really bad.