An access speculation predictor may predict whether to perform speculative retrieval of data for a data request from a main memory based on whether or not a current requestor tag matches a previous requestor tag. In particular, a first address and a first requester tag may be extracted from a first data request and a finite state machine (FSM) of a memory controller may be selected whose memory region includes the first address. A second requester tag, that identifies a previous requester that attempted to access the memory region association with the selected FSM, may be retrieved from a register associated with the selected FSM and compared to the first requester tag. Speculatively retrieving the data for the first data request from a main memory may be controlled based on results of the comparison of the first requester tag to the second requester tag.