The calculated distance (air line) between Gwynn Oak and Washington is approximately 35 miles respectively 57 kilometers.
By car or train, the actual journey to Washington is certainly longer, as only the direct route (as the crow flies) between Gwynn Oak and Washington has been calculated here.
Air line (approximately)
57 kilometers
31 nautical miles