Elasticsearch, Algolia, Amazon Elasticsearch Service, Swiftype, and Amazon CloudSearch are the most popular tools in the category "Search as a Service". "Powerful api" is the primary reason developers pick Elasticsearch over its competitors, while "Ultra fast" is the reason why Algolia was chosen.