The calculated distance (air line) between Bielefeld and Oldenburg is approximately 78 miles respectively 125 kilometers.
By car or train, the actual journey to Oldenburg is certainly longer, as only the direct route (as the crow flies) between Bielefeld and Oldenburg has been calculated here.