100 miles in 10 to 12 hours, don't think so. For planning purposes assume 5 knots and you should be in the ballpark. Someone mentioned that there are places to stop. This is two long days. Have fun.
In South Africa doing lots of boat stuff. Departure north from Cape Town around December 15th. Arrival in the Caribbean around the beginning of February, after 5300 miles or so.