Processor, method, and system for tracking partition-specific statistics across cache partitions that apply different cache management policies is described herein. One embodiment of a processor includes: a cache; a cache controller circuitry to partition the cache into a plurality of cache partitions based on one or more control addresses; a cache policy assignment circuitry to apply different cache policies to different subsets of the plurality of cache partitions; and a cache performance monitoring circuitry to track cache events separately for each of the cache partitions and to provide partition-specific statistics to allow comparison between the plurality of cache partitions as a result of applying the different cache policies in a same time period.