This trip will have the added feature of taking a bus basically all the way around Burundi to avoid possible political things. Actually it will be one bus for about 5 hours followed by a public, shared taxi for another 3 hours. So including transfer times, border crossings, etc it should be a 9 or 10 hour trip. Should be very scenic.