Yes, different rhubarb varieties can affect the taste of your pickled rhubarb. Rhubarb can range from tart to sweet, and the color of the stalks can vary from green to red. Generally, the redder the stalks, the sweeter the rhubarb. When making pickled rhubarb, you can adjust the sugar and spices in your recipe to suit the variety and your taste preferences.