Question: what is the correct relationship between various unit of hardness?
Answer: The unit of toughness in SI units is Joule per cubic metre. Whereas the unit of hardness depends on the different tests you do, like Rockwell hardness, Diamond Hardness and Vicket hardness test and each has got its own scale. For more detail refer Material Science by William Callister.