In mathematics, the Euclidean distance or Euclidean metric is the ordinary distance between two points that one would measure with a ruler, and is given by the Pythagorean formula. -In mathematics, the Euclidean distance or Euclidean metric is the　ordinary　distance between two points that one would measure with a ruler, and is given by the Pythagorean formula.