Does the brand of paper towel affect the amount of water it absorbs?

Yes. Different brands use different methods for creating the paper towels, both in what ingredients are used, how thick the towels are, and how they are treated (as in chemical treatment, not being nice to them). These factors all have an effect on the absorbency of the towel.