According to the latest census data, Los Angeles is actually a denser urbanized area than New York is, inclusive of all suburbs.
Nearly 7000 people / sq. mile, compared to 5300 for NY metro.
http://www.census.gov/newsroom/releases/archives/2010_census/cb12-50.html