Content types can have different categorization of images. For example, one content type may have a field image that is an image to represent that node. Another content type, say for a song, may have an image for 'album cover'. These are both image types, but other than that there isn't any relation between the data contained. So it wouldn't make sense to re-use the machine name in this case. However, if your other content type also is using an image to represent the node, then you could re-use the field.
[Edit - adding Leymannx's link that explains in much better detail] https://www.ostraining.com/blog/drupal/re-using-drupal-fields/