This one picture shows how the CDF compares with the PDF and PMF. All can be used to calculate probabilities. Each function has a unique purpose. The Cumulative Density Function (CDF) is the easiest to understand [1]. References: [1] Random Variables [2] The Cumulative Distribution Function for a Random Variable [3] Right Continuous Functions [4] Probability Density Functions