I live in Jozi and added an evacuated tube type solar geyser when i did my full solar system, i used 137kwh the entire winter in JHB. In summer from experience we rarely ever use Eskom for that.
Its not perfect but for the price of 17k fully installed it means my house cost me about R1500...