The plots on the WRI web site are done in Mathematica 10. There a new option PlotTheme was introduced. There are various themes that use various styles and colors and the Automatic choice is different than in Mathematica 9.
You could change your plot by giving a list of styles for the individual lines in the PlotStyle Option.. I rather doubt, in this case, that it would be worth the effort.
