She trained for the 2000 Olympics with two weeks in California, then two weeks in Brisbane, Australia. She was not pleased with her performance in the 2000 Indianapolis trials in mid-August as she placed third in the 800-meter freestyle, despite being the favorite and expecting to win the finals. She missed qualifying in the 800-meter by only .05 seconds. She did qualify for the U.S. team with her time in the 400-meter event, and was placed to compete with the U.S. 4x200 free relay team and in the 400-meter event. Representing the United States at the
2000 Summer Olympics in Sydney, Australia at 18, she won a gold medal in the women's 4×200-meter freestyle relay and a silver medal in 400-meter freestyle. Four years later at the 2004 Olympic trials at the Long Beach Aquatic Center, she won the finals of the 800-meter freestyle with a time of 8:26.06, just edging out American Kalyn Keller of USC who placed second. She was somewhat disappointed to not qualify in the 400-meter event. At the 2004 Athens Olympics, Munz added a bronze medal to her Olympic collection with a time of 8:26.61 in the 800-meter freestyle final, coming very close to her performance at the trials. The relatively long event featured a battle between the favorite Laure Manadou, of France who led much of the way, and Ai Shibata of Japan who caught Manadou in the last 100 meters, and edged her out to take the gold. Munz battled fellow American Kalyn Keller of the University of Southern California for the bronze, and surged near the end to finish only .36 seconds before Keller. Kaitlin took a seven month break from competition after the Athens Olympics, and though she returned to training for the 2008 Olympics, she did not participate. The U.S. Olympic women's coach in the 2004 Olympics was
Mark Schubert. Earlier in the 1997 Pan Pacifics she took bronze medals in the 400, and 800-freestyles, and a silver in the 1500-meter freestyle. Though she trained for some of her time during her attendance at John Roberts University, she did not compete with their swimming team. ==See also==