There are
1,074 mi
from Olathe, KS to Columbia, PA
That's the driving distance. It would take 20 hours 28 mins to go from Olathe, Kansas to Columbia, Pennsylvania.
The flight distance (direct flight from Olathe, KS to Columbia, PA) is 978.53 mi.
1,074 mi = 1.61 kms