Add in all of the remaining ingredients and stir until combined. When the sauce starts bubbling, lower the heat to medium-low and simmer for 20-25 minutes, stirring frequently, until the rhubarb is tender.
1 cup rhubarb, 1/2 cup brown sugar, 1/2 cup water, 1/2 cup ketchup, 1/4 cup molasses, 2 Tablespoons cider vinegar, 2 Tablespoons Worcestershire sauce, 1 Tablespoon dijon mustard, 1/4 teaspoon salt, 1 teaspoon hot sauce, 1/4 teaspoon ground allspice, 1/4 teaspoon black pepper, 1/4 teaspoon ground chipotle pepper, 1/2 teaspoon smoked paprika, 1/4 teaspoon cinnamon