The calculated distance (air line) between Barendrecht and Leiden is approximately 21 miles respectively 34 kilometers.
By car or train, the actual journey to Leiden is certainly longer, as only the direct route (as the crow flies) between Barendrecht and Leiden has been calculated here.
Air line (approximately)
34 kilometers
18 nautical miles