Objective: To prepare total Dracocephalum moldevica flavonoids osmotic pump tablets and study its factors influencing on drug release in vitro. Method: The UV spectrophotometer was used to determine the release of the osmotic pump tablets, and various factors affected the drug release were studied. Result: The type and amount of penetration enhancers, the amount of sodium bicarbonate, and the coating weight had significant effects on release in vitro. Conclusion: The preparation of osmotic pump tablet is reasonably and stable and the formulations can meet the requirement of the controlled release drug delivery.