A few inches of snow can sometimes feel like sand no matter what kind of setup you have.
I try to find the snow removal route. Give yourself about 30% longer to get to work.
That includes tearing down the layers of clothes and rest and the most important, WATER intake.
It's amazing how hard you work riding in winter.
Stay Upright
Winnipeg, Canada