On my 2008 Contessa, the caps are made from a synthetic material, black in color.  I ended up finding replacement caps for, I believe, less than $20 from Ryder Truck Supplies.  All the local truck places had aluminum covers.  Because I was only replacing one, I wanted them to match.  They are really easy to install.