Is it bad to have 20 sprites make up a small platform?

I chose sprites over materials because of how bright the colors look. It ran fine of course on the editor. But when I tried to run it in mobile, there is a slowdown...like 15 fps. And I suspect it is because there are too many sprites on screen. Is there a way to keep the bright colors that the sprites give and still use materials?