There are many supplements that claim to help lower blood pressure, but there is no definitive answer as to which one is the best. Some of the most popular supplements for high blood pressure include fish oil, garlic, CoQ10, and magnesium. While there is some evidence to support the use of these supplements in people with high blood pressure, more research is needed before any definitive conclusion can be made.