The calculated distance (air line) between Frederick and Eldersburg is approximately 25 miles respectively 40 kilometers.
By car or train, the actual journey to Eldersburg is certainly longer, as only the direct route (as the crow flies) between Frederick and Eldersburg has been calculated here.
Air line (approximately)
40 kilometers
21 nautical miles