Embodiments of electrode assemblies and fuel cells having increased catalyst durability are provided. One embodiment of an electrode assembly for a fuel cell comprises a first catalyst layer adjacent an electrolyte membrane comprising first active catalyst particles supported on first support particles having a first support size and a second catalyst layer adjacent the first catalyst layer opposite the electrolyte membrane comprising second active catalyst particles supported on second support particles having a second support size. The first support particles are a non-carbon support.