The present invention relates to a fast extraction threaded nut intended to be used on a threaded bolt or male member wherein the fast extraction threaded nut comprises at least an outer face and an axial bore as to allow insertion of a male member or like, wherein the fast extraction threaded nut and the threaded bolt have tightening means with common geometry, and the fast extraction threaded nut and the threaded bolt or male member are intended to join or connect two elements that need to be attached or coupled to each other, wherein the fast extraction threaded nut comprises in at least the outer face a notch of variable section and the notching is formed by at least two faces wherein the maximum cross-section of the notch is positioned in the outer area and the minimum section is positioned prior to the axial bore at such a distance that allows for the generation of an increase area which extensively grows until reaching the inner surface of the axial bore where the common tightening means is formed thus generating the split of the fast extraction threaded nut.