Well, if we talk about web browser on Android device, without any doubt, Google Chrome is amongst the first choice of users. Actually, Google Chrome hides a secret which eventually allows users to save a web page as PDF format.
You just need to open the web page which you want to save and then head over to Share > Print and then save the web page as PDF.