Yes, definitely registration number has effect on the premium of the policy. Actually for the motor insurance there are 2 types of zones: Zone a and Zone B.
Zone A includes major 6 cities of India including metropolitan cities. In zone B, rest of the India is there.
So you must mention registration number of your vehicle while taking the policy.