The calculated distance (air line) between Reykjavík and Keflavík is approximately 22 miles respectively 36 kilometers.
By car or train, the actual journey to Keflavík is certainly longer, as only the direct route (as the crow flies) between Reykjavík and Keflavík has been calculated here.