Combine sugar, orange juice, cornstarch, and vanilla in a large sauce pan. Bring to a boil over medium heat.

Add strawberries and rhubarb; reduce heat and cook, stirring occasionally, until tender, 5 to 10 minutes. Remove from heat and mash the cooked berries with a fork until blended. Stir in food coloring, if using. Serve warm or cold.