As flaperon mentioned the tyre drag is neglidgeable but would be worked out and offset by pumping up your tyres a bit more.
In terms of a flat speed (assuming no change in your profile) then the only governing matter is your power you have in your legs, which will increase as you get fitter.
In terms of climbing thats where the weight and power matters, your power will increase quicker the heavier you are (for a given speed up hill) but the quicker you ride the more weight you will lose so will reach an equlibrium point of you are not able to go up the hill any easier at that speed unless you do additional strength training.
TL;DR Lose weight – get faster.