You just said it yourself. Your phone provides that preference. But a good default is essential, and given to us based on Apple and Googles research, which was probably actually done by Nielsen Norman Group
The "good default" should be the default size that the browser uses, in my opinion. The designer of the website is not in a position to know what the best font size is.
