There are a lot of unhelpfully named metrics, algorithms, etc. but I actually think “edit distance” is fairly illustrative as these things go.
Another good one is Manhattan distance (or better yet, city block distance) in place of Hamming distance. It gives a nice mental picture of the number of road segments you’d need to travel in a city to get from point A to point B.