I bought a $10 kit from Harbor Freight and did all of my stainless too. Came with 3 wheels and 3 pieces of rouge. Use the white for stainless. Did my whole car including the aluminum brightwork. I bought an extra tube of green rouge and used the green for the aluminum.
Used my 6" bench grinder. Worked great.