Please be aware that Johannesburg has multiple airports and that these results are for all airports serving the city.
The best day to arrive at Johannesburg is Saturday and it would be best to avoid Friday, as prices are on average 55.55% higher than on Saturday. (Average prices, based on 274 datapoints.)