Compare the Top On-Premises OLAP Databases as of November 2025

What are On-Premises OLAP Databases?

OLAP (Online Analytical Processing) databases are designed to support complex queries and data analysis, typically for business intelligence and decision-making purposes. They enable users to interactively explore large volumes of multidimensional data, offering fast retrieval of insights across various dimensions such as time, geography, and product categories. OLAP databases use specialized structures like cubes to allow for rapid aggregation and calculation of data. These databases are highly optimized for read-heavy operations, making them ideal for generating reports, dashboards, and analytical queries. Overall, OLAP databases help organizations quickly analyze data to uncover patterns, trends, and insights for better decision-making. Compare and read user reviews of the best On-Premises OLAP Databases currently available using the table below. This list is updated regularly.

  • 1
    Teradata VantageCloud
    Teradata VantageCloud is a cloud-native OLAP database platform designed for complex, high-performance analytical workloads at enterprise scale. It enables multidimensional analysis across structured and semi-structured data, supporting advanced SQL queries, real-time analytics, and AI/ML integration. VantageCloud runs across multi-cloud and hybrid environments, offering elastic scalability and robust workload management. Its open architecture ensures compatibility with modern data tools and formats, while built-in governance and security features support trusted, compliant analytics. Ideal for organizations needing fast, reliable insights from large, diverse datasets.
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  • 2
    IBM Db2
    IBM Db2 is a family of data management products, including the Db2 relational database. The products feature AI-powered capabilities to help you modernize the management of both structured and unstructured data across on-premises and multicloud environments. By helping to make your data simple and accessible, the Db2 family positions your business to pursue the value of AI. Most of the Db2 family is available on the IBM Cloud Pak® for Data platform, either as an add-on or an included data source service, making virtually all of your data available across hybrid or multicloud environments to fuel your AI applications. Easily converge your transactional data stores and rapidly derive insights through universal, intelligent querying of data across disparate sources. Cut costs with the multimodel capability that eliminates the need for data replication and migration. Enhance agility by running Db2 on any cloud vendor.
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