Combine the first 3 ingredients in a medium saucepan; bring to a boil. Cover, reduce heat, and simmer 10 minutes.
Add sugars and cranberries. Cook over medium heat 10 minutes or until mixture is slightly thick and berries pop, stirring occasionally. Cool slightly. Stir in pecans. Cover and chill.