I haven't ridden my commuter on snow yet, but even on pavement and mild dirt trails, it handles way better with the panniers mounted to the front lowriders. My commuter (SOMA Saga) is advertised as a rear-biased loader, but in my experience, it handles much better with the load (~15 pounds) up front.