What also needs to be taken into account is that real world longitudinal distance changes by the cosine of latitude. 1 degree of longitude is 111km at the equator and 19km at 80 degrees.

In GIS the gold standard for positional accuracy is the Root Mean Square Error, measured in real world distance units.