I went with minimal fenders (for now) as my Pug is going to see a lot of snow and trails... when it gets wet and / or icy I have my dedicated winter bike which is studded up and gets me from A to B faster on cleared roads.

If I get new tyres the old ones may get put in line to be studded for winter use.