Rahul Dravid notched his first overseas win as India coach. Incidentally, Dravid was the first Indian captain to win a Test match in South Africa when his team won at Johannesburg in the 2006-07 series. India lead the three match series 1-0 with the second Test to be played at Johannesburg from January 3.