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 . References:  Random Variables  The Cumulative Distribution Function for a Random Variable  Right Continuous Functions  Probability Density Functions
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