Data multicast in compute core clusters is described. An example of an apparatus includes one or more processors including at least a first processor, the first processor including one or more clusters of cores and a memory, wherein each cluster of cores includes multiple cores, each core including one or more processing resources, shared memory, and broadcast circuitry; and wherein a first core in a first cluster of cores is to request a data element, determine whether any additional cores in the first cluster require the data element, and, upon determining that one or more additional cores in the first cluster require the data element, broadcast the data element to the one or more additional cores via interconnects between the broadcast circuitry of the cores of the first core cluster.