Crime affecting tourists as of today in South Africa?

Heard some really good things about SA, but also heard less good stuff. Like crime is rampant. You cant really walk by yourself in the major cities at night (mostly if you are white). But is this the most up to date picture of SA?

If you go there, once again as a tourist, would you recommend fully guided tours? Are there some areas/places that you would consider as safe?