The calculated distance (air line) between Teignmouth and Exeter is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Exeter is certainly longer, as only the direct route (as the crow flies) between Teignmouth and Exeter has been calculated here.
Air line (approximately)
20 kilometers
11 nautical miles