The calculated distance (air line) between Eight Mile Plains and Caloundra is approximately 54 miles respectively 87 kilometers.
By car or train, the actual journey to Caloundra is certainly longer, as only the direct route (as the crow flies) between Eight Mile Plains and Caloundra has been calculated here.
Air line (approximately)
87 kilometers
47 nautical miles