Metallic glasses are of recent interest worldwide due to their remarkable physico-chemical properties which can be put in relation with their crystalline counterparts. Among them, cerium based metallic glasses (Ce-MGs) have unique features such as the existence of polyamorphism under pressure, unexpected in these spatially compact systems. While a phase transition between amorphous phases with change of density and local structure has been previously detected, the corresponding structural variation under pressure was not clearly identified, due to difficulties in performing accurate measurements and reliable analysis. In this work, angle dispersive x-ray diffraction experiments of Ce 69 Al 10 Cu 20 Co 1 bulk metallic glass have been performed up to 16 GPa along two distinct isotherms (300 and 340 K). The whole diffuse signals have then been processed in order to extract the structure factor S(Q), the pair distribution g(r), the atomic density ρ and the compressibility as a function of pressure and temperature. These are crucial probes to fully characterize the phase diagram, and they clearly confirm the existence of a link between polyamorphism in Ce-MGs and the γ ⇆ α transition in pure cerium. Finally, owing to the presence of a critical point in pure solid Ce, the existence of such a feature is here discussed for Ce-MGs.