clusterAOI uses better heuristics and avoids overgeneralisation than AOI. clusterAOI has superior runtime performance (about half of that of classical AOI). clusterAOI has 4 times interestingness and 1.5 times divergence better than AOI. clusterAOI does not fluctuate between small and large datasets–steady and stable.