UIUC Which is the least competitive? LAS Maths, Phy, or Stat?

For arts & science programs in the USA, freshmen admission generally is to the whole college, not to a specific department. Arts and science students frequently change majors. I doubt your intended major will have a much (if any) impact on arts & science admission, especially if you indicate a major that is not one of the most or least popular.