The compounds named in the title were prepared by routes which included the reduction of suitable 16 alpha,17-epoxypregnan-20-ones with aluminium amalgam to give 16 alpha-hydroxypregnan-20-ones, and reduction of the 20-oxo function either with sodium borohydride to obtain the 3,16 alpha,20 beta-triols or with lithium-liquid ammonia to obtain the 3,16 alpha,20 alpha-triols.