Realistic materials or common materials

I have a doubt. I’m creating a mobile game and I was wondering if I should use common materials or realistic materials, and they interfere a lot in terms of game weight. What material do I use? And if there would be a way or a graphic in the unreal engine for me to test the performance of the whole game?