What are the best Big Data as a Service Tools?

Amazon Redshift, Google BigQuery, Snowflake, Amazon EMR, and Dremio are the most popular tools in the category "Big Data as a Service". "Data Warehousing" is the primary reason developers pick Amazon Redshift over its competitors, while "High Performance" is the reason why Google BigQuery was chosen.