As a point....
There are Cumulative Distribution Functions (CDF’s) and Probability Distribution Functions (PDF’s). There are no Cumulative Probability Distributions. What you showed was a graph of the CDF (sort of).
The cumulative probability distribution shows the probability of the outcome being that result or less.
Perhaps you're thinking of something else?
-PJ