I think you're actually looking for the Topographic Ruggedness Index, which is another tool in the SAGA Terrain Morphometry toolbox. You'd run it with a 3 cell window to mimic the Arc output.
More here - Calculating Topographic Ruggedness Index in ArcGIS Desktop?