Contrary to prior studies, we find that rebalancing costs are more important than initial hedging costs in explaining option spreads. Most of the regression results show that rebalancing costs due to inventory changes have the largest explanatory power. While initial hedging costs are statistically significant, their economic significances are relatively small compared to other determining factors. Rebalancing costs due to delta changes are insignificant in most cases.