There are
618 mi
from Olathe, KS to Columbus, MS
That's the driving distance. It would take 12 hours 25 mins to go from Olathe, Kansas to Columbus, Mississippi.
The flight distance (direct flight from Olathe, KS to Columbus, MS) is 515 mi.
618 mi = 995.38 kms