Svanidze is a Georgian surname, which may refer to:
The family associated with Joseph Stalin:
- Alexander Svanidze (1886–1941), brother-in-law of Stalin, executed during Great Purge
- George Svanidze (born 1971), Georgian businessman and philanthropist.
- Ivan Svanidze (1927–1990), son of Alexander, briefly married to Stalin's daughter, Svetlana Alliluyeva
- Ketevan Svanidze (1880–1907), first wife of Joseph Stalin
- Nikolai Svanidze (born 1955), Russian TV host of Georgian origin, cousin of Ketevan and Alexander
Other people with the surname:
- Natela Svanidze (1926–2017), Georgian composer
- Rostyslav Svanidze (1971–2002), Ukrainian swimmer of Georgian origin