"Views are the number of visitors who clicked on a story's page, while Reads tells you how many viewers have read the entire story (an estimate)."

https://help.medium.com/hc/en-us/articles/215793317-Publication-stats#:~:text=Views%20are%20the%20number%20of,entire%20story%20(an%20estimate).