In the city, it would seem that studs would be overkill. Every time I've been in the city, the roads are all slush. However, since I don't live there nor bike/commute there, I defer to the folks that do.

It's warmer in the city in the winter due to just being a city, and also coastal, but it can get windy for sure.

Jay