Place about a third of the cranberries and orange slices into a food processor.

Pulse processor until mixture is evenly chopped.

Repeat with remaining cranberries and oranges until all are evenly chopped.

Stir in Splenda until evenly distributed throughout the mixture.

Refrigerate for at least 8 hours before serving.