Academic excellence refers to the demonstrated ability to perform at a high level in educational settings, encompassing both mastery of subject matter and the capacity for critical thinking and innovation. It is often measured through grades, awards, and recognition, but also includes the development of skills such as problem-solving, communication, and leadership.