Embodiments provide for a processor comprising a cache, a prefetcher to select information according to a prefetcher algorithm and to send the selected information to the cache, and a prefetch tuning buffer including tuning state for the set of candidate prefetcher algorithms, wherein the prefetcher is to adjust operation of the prefetcher algorithm based on the tuning state.