Metal phosphides have triggered growing interest for their exotic structures and striking properties. Hence, within advanced structure search and first-principle calculations, several unprecedented YÀ P compounds (e. g., Y 3 P, Y 2 P, Y 3 P 2 , Y 2 P 3 , YP 2 , and YP 3 ) were identified under compression. Interestingly, as phosphorus content increases, P atoms exhibit diverse behaviors corresponding to standalone anion, dumbbell, zigzag chain, planar sheet, crossing chain-like network, buckled layer, three-dimensional framework, and wrinkled layer. Particularly, Fd-3m YP 2 can be viewed as assemblage of diamond-like Y structure and rare vertex-sharing tetrahedral P 4 units. Impressively, electron-phonon coupling (EPC) calculations elucidate that Pm-3m Y 3 P possesses the highest superconducting critical temperature T c of 10.2 K among binary transition metal phosphides. Remarkably, the EPC of Pm-3m Y 3 P mainly arises from the contribution of low-frequency soft phonon modes, whereas midfrequency phonon modes of Fd-3m YP 2 dominate. These results strengthen knowledge of metal phosphides and pave a way for seeking superconductive transition metal phosphides.