It has been established from experiments that stable medium-sized ionic clusters Si 15 -Si 20 are prolate in shape. Density-functional theories ͑DFTs͒ also predict that nearly all low-lying neutral clusters in this size range are prolate in shape. Moreover, most of them are built onto two generic structural motifs, either the tricapped-trigonal-prism ͑TTP͒ Si 9 motif or the six/six Si 6 /Si 6 ͑sixfold-puckered hexagonal ring Si 6 plus six-atom tetragonal bipyramid Si 6 ͒ motif. However, it appears that the exact location of the TTP-to-six/six motif transition is dependent on the functional ͑e.g., PBE or BLYP͒ used in the DFT calculations. Here, we present total-energy calculations for two series of clusters ͑one series containing six/six motif and the other containing the TTP motif͒ in the size range of Si 16 -Si 20 . The calculations were based on all-electron DFT methods with a medium ͓6-311G ͑2d͔͒ and a large ͑cc-pVTZ͒ basis sets, as well as coupled-cluster single and double substitutions ͑including triple excitations͒ ͓CCSD͑T͔͒ method with a modest ͑cc-pVDZ͒ basis set. In the DFT calculations, two popular hybrid density functionals, the B3LYP and PBE1PBE, were selected. It is found that the B3LYP total-energy calculations slightly favor the six/six motif, whereas the PBE1PBE calculations slightly favor the TTP motif. The CCSD͑T͒ total-energy calculations, however, show that isomers based on the six/six motif are energetically slightly favorable in the size range of Si 16 -Si 20 . Hence, the TTP-to-six/six motif transition is more likely to occur at Si 16 .