Bacopa caroliniana has blue flowers and round, aromatic leaves whereas Bacopa monnieri (waterhyssop) is characterized by white flowers and unscented leaves that are broader at the tip than at the base. The leaves of Bacopa caroliniana are also bigger in general. Bacopa caroliniana has a darker stem, where Bacopa monnieri has just all green stem.