Abstract: A method for dispatching available lots to unallocated machines is provided that includes receiving metrics data (26) providing performance measurements for a plurality of machines (18). The method next provides for determining a state for each of the machines (18) based on the metrics data (26). The method next provides for receiving one or more lots (22) to be dispatched where each lot (22) has a lot type and each lot type is associated with one of a plurality of models. The method next provides for selecting a preferred lot type (50) for each of the plurality of models associated with each of the machines (18) based on the state of the machine. The method next provides for selecting a preferred model (52) based on a time since a last run of the model, a cost of switching to a new model and lot type, and the state of the machine (18).