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Databricks creates a Unified Analytics Platform that accelerates innovation by unifying data science, engineering, and business. It utilizes Apache Spark to help clients with cloud-based big data processing. It puts Spark on “autopilot” to significantly reduce operational complexity and management cost. The Databricks I/O module (DBIO) improves the read and write performance of Apache Spark in the cloud. An increase in productivity is ensured through Databricks’ collaborative workplace.
ThoughtSpot is disrupting the BI industry with search-driven analytics for the enterprise. ThoughtSpot's Relational Search technology lets business people analyze company data in seconds and helps BI & Analytics teams cut their reporting backlogs by over 90%. ThoughtSpot connects with data from on-premise and cloud data sources and is designed for enterprise-scale, security, and governance - all while deploying 85% faster than legacy technologies. ThoughtSpot has built the world's most advanced, yet easy-to-use number-crunching machine with a singular mission - to deliver access to data at "human scale. The company's founding team has previously built market-defining search and analytics technologies at Google, Amazon, Oracle and Microsoft
Databricks is ranked 2nd in Data Science Platforms with 22 reviews while ThoughtSpot is ranked 8th in Embedded BI Tools. Databricks is rated 7.8, while ThoughtSpot is rated 0.0. The top reviewer of Databricks writes "Has a good feature set but it needs samples and templates to help invite users to see results". On the other hand, Databricks is most compared with Microsoft Azure Machine Learning Studio, Amazon SageMaker, Azure Stream Analytics, Alteryx and Dataiku Data Science Studio, whereas ThoughtSpot is most compared with Tableau, Microsoft BI, Looker, Dremio and IBM Cognos.
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