That’s Atlantic Beach? Looks like a typical ordinary middle class neighborhood for the most part (except for the nice water views and boat docks). That’s NOTHING like the Hamptons...
Water quality and beach quality in general improve the farther east you go. Personally I don’t care for any of the beaches west of Fire Island on the LI side or north of Spring Lake on the NJ side.