A printing system is described. The printing system includes a memory to store print performance prediction logic and a processor to execute the print performance prediction logic to train a prediction model, receive print job metadata, receive configuration criteria of a printing system and predict first processing performance measurements of the printing system using the prediction model to simulate the printing system based on the print job metadata and the configuration criteria.