Comparison of the sampling efficiency in the grand canonical ensemble using molecular dynamics and cavity-biased Monte Carlo Abstract: The cavity-biased grand-canonical ensemble Monte Carlo simulation method has been compared with a particular implementation of the grand-canonical ensemble molecular dynamics method by examining the fluctuations during simulations of equivalent length. The Monte Carlo run exhibited an order of magnitude faster fluctuation than the molecular dynamics run.