In a worse situation is Michael Collins who flew in Apollo 11 but only remained in orbit around the moon, never landed and whose name is not known nearly as well as Neil and Buzz.
As one comedian said, the three probably put it to a vote as to which two would get to walk on the moon, and Armstrong and Aldrin said "Let's do it alphabetically!"...