As far as I understand, the more the renderer has to change tiles when it renders them, the slower it goes. So if you have a big space of the same tile, it will render quicker than a space consisting of different tiles.
Also, if you stack and overlap tilemaps, that also adds to the rendering process, therefor slowing it down.
This is what I have experienced.