Several (and by several I mean hundreds) leagues exist across various cities just in USA. They have properly organized tournaments and winners win prize money. Its not a bunch of friends who play in the park. These leagues have to maintain fields, proper playing gear and so on...

Here is just one example - http://www.bayareacricket.org/