You get what you pay for with paints and pencils. The cheap shit will just not produce effects quite the same, and are not nearly as vivid.
I'm a Winsor and Newton fanboy, so any paint by them. They have some beginner stuff, but there is a clear difference between that and the gallery quality stuff.
Prismacolor pencils are pretty good. There are also watercolor pencils that are super fun.