Do I really need "HD" games?

On both Android and iOS, you can buy HD versions of most games for tablets. This really matters on the iPad, but I am wondering if this is necessary on the Nexus 7 or other 7 inch tablets. Has anyone seen a difference in quality between the two? It seems that the only difference is that you have to buy the app twice.