While we found that the use of a suitable embedding potential generally leads to a clear improvement compared to the corresponding isolated MBEs, for water clusters we noticed that the difference between point-charge and frozen-density embedding is rather small. Therefore, the use of freeze-and-thaw cycles (FDE-ft) was not considered previously and is investigated here for the first time.