The calculated distance (air line) between Jundiaí and Atibaia is approximately 22 miles respectively 35 kilometers.
By car or train, the actual journey to Atibaia is certainly longer, as only the direct route (as the crow flies) between Jundiaí and Atibaia has been calculated here.