Art of Problem Solving is highly recommended for math enthusiasts in the US, offering both free resources and affordable paid programs. Additional free resources include notes from the American Math Society and specific contributions on combinatorics and probability. For exploring various topics, their open-math-notes section is valuable. These options provide robust support for gifted math students.