The Ranking Evaluation API that's been added to Elasticsearch is a new, experimental REST API that lets you quickly evaluate the quality of search results for a typical query set. This can be useful either while developing new search queries, incremental improvements of the query templates of an an existing system, or as a basic monitoring tool to detect changes in the search quality of a system..