Depending on the device ram can still be an issue. Esp on mobile devices. Even on things like the PS Vita depending on which SDK you use. The free one is pretty limited as far as memory usage goes. So yeah.
And of course it will be a bit more work to create levels. That is a given. At that point it really comes down to how effective you are at making your tile blocks and how complex your tiling is.