The calculated distance (air line) between Whakatane and Gisborne is approximately 73 miles respectively 118 kilometers.
By car or train, the actual journey to Gisborne is certainly longer, as only the direct route (as the crow flies) between Whakatane and Gisborne has been calculated here.