You cannot explain the motions of planets with Newton. Not Mercury at least. You cannot launch a rocket with Newtonian physics either. It will explode, and it did indeed. I don't think you can make efficient photocells either by just using Newtonian physics.
So, the new paradigms were a shift from Newtonian physics for sure.