It won't make any difference to your bill, but it will make a difference to the power used. The lamp will draw more current and if you're on the brink of the maximum capacity of the wiring, it could push you over.
Personally I always like to make sure the PF of my discharge lamp circuits is as high as possible. Here, that's usually done with a capacitor across the supply, it's often different on your side of the water.