Ranaraja () is a Sinhalese surname. Notable people with the surname include:
Amal Ranaraja, Sri Lankan judge of the Court of Appeal Chandra Ranaraja (1939–2016), Sri Lankan politician and first female mayor Shelton Ranaraja (1926–2011), Sri Lankan lawyer, politician and deputy minister