What are the best Big Data Tools ?

Apache Spark, Apache Flink, Presto, Amazon Athena, and Druid are the most popular tools in the category "Big Data Tools". "Open-source" is the primary reason developers pick Apache Spark over its competitors, while "Unified batch and stream processing" is the reason why Apache Flink was chosen.