Hello how may I help you? What is the world record for most gold medals in the olympics? Michael Phelps 23 gold medals What sport is that for? Swimming What is the world record for most medals of any kind in the olympics? It's Michael Phelps. What sport are those for? Swimming Thought so. Thanks. Glad to help you.