I don't believe driving past properties is a risk, on the road route.
The bike is more risky than the car ID at that hour.
At most someone looking out a window will just have a fleeting glance. They won't memorise the reg number, or have an idea of the make and model of the car.
With a bike it's a clear chance of an ID. " male, in his early twenties " is suffice.