Examples herein describe a programmable traffic management engine that includes both programmable and non-programmable hardware components. The non-programmable hardware components are used to generate features that can then be used to perform different traffic management algorithms. Depending on which traffic management algorithm the PTM engine is configured to do, the PTM engine may use a subset (or all) of the features to perform the algorithm. The programmable hardware components in the PTM engine are programmable (e.g., customizable) by the user to perform a selected algorithm using some or all of the features provided by the non-programmable hardware components.