Only Nominatim is boxing New York county (Manhattan) correctly, however, the location coordinates now point to a place on East 86th Street between Madison and Fifth avenues. GoogleV3 and ArcGis use the box of New York City (previous slide).
The newer data shows that AzureMaps has moved to a location called North Castle in Armonk, New York.