OWL benchmarking aims to provide guidance for selecting the appropriate reasoner for a given application scenario. In order to so, the experiments are done based on some datasets with different fragments such as RDFS, OWL DL. Based on the benchmark results we identify which reasoners are most adequate for which classes of ontologies and corresponding reasoning tasks.