when comparing data from different distributions what is thebenefit of transform

when comparing data from different distributions what is thebenefit of transforming data from these distributions to conform tothe standard distribution? What role do z-scores play in thistransformation of data from multiple distributions to the standardnormal distribution? Explain shorty to the point