After an hour of debugging my material (based on world position), I discovered that the preview primitives used in material preview window is in fact NOT the Standard 1 meter (100cm) primitives! They are in some other slightly larger scale..!!???
This makes it horrible to debug anything, as any sane person would expect them to be 100 cm.