AzureMaps location is a spot on E. 161st Street at Concourse Plaza, not far from the Bronx Supreme Court.
That of Nominatim is near Mercy College, and the others are on or near Hunt Avenue.
AzureMaps' improved box is not using the water extent of the shapefile.