The predictive power of DFT, HF, and MP2 29 Si NMR chemical shift calculations for silane molecules, including fluoro-and methylsilanes (Si n H 2n+2 (n ) 1, ..., 5), Si n F 2n+2 (n ) 1, ..., 3), and SiH m X 4-m (X ) F, CH 3 )) is compared. A systematic accumulation of error proportional to the number of hydrogen neighbors to silicon sites is observed for DFT for all applied exchange-correlation functionals, whereas MP2 is not affected by this problem. A proposed empirical correction scheme for DFT provides excellent agreement with experiment with any exchange-correlation functional employed in this study.