The calculated distance (air line) between Olsberg and Bielefeld is approximately 47 miles respectively 75 kilometers.
By car or train, the actual journey to Bielefeld is certainly longer, as only the direct route (as the crow flies) between Olsberg and Bielefeld has been calculated here.