A 8-cube model of the fully nonrigid water octamer is considered within the 8-dimensional hyperoctahedral wreath product group with 10,321,920 operations and 185 irreducible representations by employing computational and mathematical techniques. For the two lowest-lying isomers of (H 2 O) 8 with D 2d and S 4 symmetries of a rigid (H 2 O) 8 , correlation tables and nuclear spin statistics are constructed for the tunneling splittings of the rotational levels are computed by a computational matrix polynomial generating function technique combined with Möbius inversion, and the relationship to the 8-cube multinomials are pointed out. Multinomial generating functions combined with the induced representation techniques are employed to compute and construct the nuclear spin species, nuclear spin statistical weights and tunneling splittings of rovibronic levels. We have also computed the spin statistical weights and tunneling splittings of the rotational levels for a semirigid water octamer within the wreath product O h [S 2 ] consisting of 12,288 operations. 1 | INTRODUCTION The hypercube structures of various dimensions are quite interesting, as they find numerous applications in artificial intelligence, recursive logic, Minkowski norm and last Fermat's theorem, evolving large-scale neural networks, genetic regulatory networks, the structure of the periodic table of elements, phylogenetic and other recursive networks, dynamics of intrinsically ordered proteins, computational psychiatry, water clusters, related symmetry properties of nonrigid molecules, and so on-all of which have been the subject matters of several studies. 1-34 The hypercube structures, which are often used in parallel computing, partitioning of large data sets into clusters of equivalence classes, biochemical imaging and visualization, and artificial intelligence, 1,13-16 have become important representations of nonrigid water clusters 24-39 not only in depicting the various isomers in the potential energy surfaces and isomerization pathways but also in generating the symmetries of nonrigid water clusters. Moreover, water clusters exhibit potential energy surfaces that contain multiple minima separated by surmountable energy barriers. Because of the existence