Baranyi is a surname. Notable people with the surname include:
- John Baranyi (born 1961), Independent candidate in 2000 and Green Party candidate in 2003 and 2004 for the House of Commons of Canada
- Szabolcz Baranyi (born 1944 in Nagyvárad, Hungary (now Oradea, Romania)), a former professional tennis player from Hungary