Medical Marijuana Tax. Medical Marijuana Tax Return. An excise tax on the wholesale and retail sale of Medical Use Marijuana and Marijuana Products. The rate is 2% of the sales price every time it is sold regardless if sold for wholesale or retail. The tax return is due monthly and is imposed on the person making the sale.