Best OLAP Databases for On-Premises of 2024

icCube serves as a robust, drop-in replacement for SQL Server Analysis Services, providing seamless migration support and compatibility with a familiar OLAP model. It allows continued use of Excel and other XMLA/MDX clients while offering flexible deployment options, including Docker. With icCube, users gain dynamic, on-the-fly MDX security down to the cell level, alongside a suite of modern OLAP features, such as over 100 new MDX functions, categories, sub-cubes, and native Java integration. Plus, its patented MDX debugger streamlines the development process. As an added bonus, icCube includes a web-based, embeddable BI solution for enhanced data visualization and analytics within your applications.

ClickHouse is an open-source OLAP database management software that is fast and easy to use. It is column-oriented, and can generate real-time analytical reports by using SQL queries. ClickHouse's performance is superior to comparable column-oriented database management software currently on the market. It processes hundreds of millions of rows to more than a million and tens if not thousands of gigabytes per second. ClickHouse makes use of all hardware available to process every query as quickly as possible. Peak processing speed for a single query is more than 2 Terabytes per Second (after decompression, only utilized columns). To reduce latency, reads in distributed setups are automatically balanced between healthy replicas. ClickHouse supports multimaster asynchronous replication, and can be deployed across multiple datacenters. Each node is equal, which prevents single points of failure.

Databend is an agile, cloud-native, modern data warehouse that delivers high-performance analytics at a low cost for large-scale data processing. It has an elastic architecture which scales dynamically in order to meet the needs of different workloads. This ensures efficient resource utilization and lower operating costs. Databend, written in Rust offers exceptional performance thanks to features such as vectorized query execution, columnar storage and optimized data retrieval and processing speed. Its cloud-first approach allows for seamless integration with cloud platforms and emphasizes reliability, consistency of data, and fault tolerance. Databend is a free and open-source solution that makes it an accessible and flexible choice for data teams who want to handle big data analysis in the cloud.

SelectDB is an advanced data warehouse built on Apache Doris. It supports rapid query analysis of large-scale, real-time data. Clickhouse to Apache Doris to separate the lake warehouse, and upgrade the lake storage. Fast-hand OLAP system carries out nearly 1 billion queries every day in order to provide data services for various scenes. The original lake warehouse separation was abandoned due to problems with storage redundancy and resource seizure. Also, it was difficult to query and adjust. It was decided to use Apache Doris lakewarehouse, along with Doris's materialized views rewriting capability and automated services to achieve high-performance query and flexible governance. Write real-time data within seconds and synchronize data from databases and streams. Data storage engine with real-time update and addition, as well as real-time polymerization.

Citus combines the Postgres you know and love with the power of distributed tables. 100% open source. Now with schema-based, row-based, and Postgres 16 support. Scale Postgres using data and queries. You can start off with a single Citus server, then add more nodes and rebalance the shards as you grow. Parallelism, storing more data in memory and using higher I/O bandwidth along with columnar compression can speed up queries by 20x or 300x. Citus is a new extension (not fork) of the latest Postgres version, allowing you to use your familiar SQL toolkit and leverage your Postgres expertise. Use a single database to manage both your analytical and transactional workloads. Download and use Citus Open Source for free. Citus can be managed by you, if you embrace open source and use GitHub. Focus on your app & forget your database. Azure Cosmos DB PostgreSQL for Citus allows you to run your app in the cloud.

IBM Db2®, a family of hybrid data management tools, offers a complete suite AI-empowered capabilities to help you manage structured and unstructured data both on premises and in private and public clouds. Db2 is built upon an intelligent common SQL engine that allows for flexibility and scalability.

HEAVY.AI is a pioneer in accelerated analysis. The HEAVY.AI platform can be used by government and business to uncover insights in data that is beyond the reach of traditional analytics tools. The platform harnesses the huge parallelism of modern CPU/GPU hardware and is available both in the cloud or on-premise. HEAVY.AI was developed from research at Harvard and MIT Computer Science and Artificial Intelligence Laboratory. You can go beyond traditional BI and GIS and extract high-quality information from large datasets with no lag by leveraging modern GPU and CPU hardware. To get a complete picture of what, when and where, unify and explore large geospatial or time-series data sets. Combining interactive visual analytics, hardware accelerated SQL, advanced analytics & data sciences frameworks, you can find the opportunity and risk in your enterprise when it matters most.

SAP HANA Cloud (DBaaS) is a fully managed, in-memory cloud database. It is the cloud-based data foundation of SAP Business Technology Platform. It integrates data from across enterprises, enabling faster decisions based upon live data. Modern architectures allow you to build data solutions and gain real-time insights that are business-ready. The SAP HANA Cloud database is the data foundation of SAP Business Technology Platform. It offers the power and flexibility of SAP HANA in a cloud environment. Scale to meet your business needs, process all types of business data, and perform advanced analytics on live transactions for faster, better decision-making. Native integration allows you to connect to distributed data, develop tools and applications across clouds and on-premise, as well as store and manage volatile data. You can tap business-ready information by creating a single source of truth. This will enable security, privacy and anonymization with enterprise reliability.

Hydra is a column-oriented Postgres that is open source. No code changes required to query billions of rows. Hydra parallelizes, vectorizes, and aggregates (COUNTS, SUMs, AVGs) to deliver the speed that you've always desired on Postgres. Boost performance in every size! Hydra can be installed in just 5 minutes, without requiring any changes to your tools, extensions, syntax, data model or data model. Hydra Cloud allows for smooth sailing and fully managed operations. Different industries have different requirements. Take control of your analytics with powerful Postgres custom functions and extensions. Built by you for you. Hydra is the fastest Postgres on the market. Boost performance by using columnar storage, query parallelization, and vectorization.

Oxla is a new-generation Online Analytical Process (OLAP) Database engineered for high-speed processing and efficiency. Its all-in one architecture allows rapid deployment without external dependencies and allows users to insert data and query it seamlessly. Oxla is compatible both with the PostgreSQL SQL dialect and wire protocol, making it easy to integrate with existing tools and workflows. The platform excels at both real-time processing as well as handling large, complex query, making it ideal for diverse analytical tasks. Oxla's design is optimized for modern hardware, including multi-core architectural capabilities, delivering superior performance to traditional analytical databases. It offers flexible deployment, including self hosted and cloud-based options, and provides a 1-core license that grants access to core functionality. Oxla's pay as you go pricing model ensures cost effectiveness, allowing users only to pay for the resources that they use.

InfobrightDB is a high performance enterprise database that leverages a columnar storage engine to allow business analysts to quickly and efficiently dissect data and obtain reports. InfoBrightDB can be deployed either on-premises or in the cloud.

Oracle Exadata is the best location to run Oracle Database. It simplifies digital transformations, increases database performance, and reduces costs. According to Wikibon's analysis, Oracle Exadata provides customers with greater availability, higher performance, and upto 40% lower costs. Customers can modernize their database infrastructure, move enterprise apps to the cloud, and quickly implement digital transformations with Oracle Cloud Infrastructure, Oracle Cloud@Customer and on-premises deployment options. Customers can run Oracle Database with Oracle Exadata. Customers can easily move workloads between their on-premises data centers, Cloud@Customer deployments and Oracle Cloud Infrastructure. This allows them to modernize their operations and reduce costs.

Easy cloud and on-premises testing of complex business assumptions allows you to make better decisions. Oracle Essbase empowers organizations to quickly generate insights from multidimensional data sets with what-if analysis and data visualization tools. Forecast company and departmental performance quickly and easily Business drivers are used to create and manage analytic apps. They can be used to model multiple what-if scenarios. You can manage workflows for multiple scenarios from one user interface. This allows for central submissions and approvals. Sandboxing allows you to quickly test and evaluate your models in order to determine which model is best for production. More than 100 pre-built mathematical functions are available for financial and business analysts that can be used to quickly derive new data.

A fully managed PostgreSQL-compatible database service for your most demanding enterprise workloads. AlloyDB combines PostgreSQL and Google's best features for performance, scale, availability, and superior performance. PostgreSQL is fully compatible, allowing you to move your workloads anywhere. Transactional workloads are 4x faster with PostgreSQL. Fast real-time insights and up to 100x faster analytical query speeds than standard PostgreSQL. AlloyDB AI helps you create a variety of AI applications. AlloyDB Omni, a downloadable version of AlloyDB, is designed to run anywhere. Scale up to achieve predictable performance, a high availability SLA (including maintenance) of 99.99% for your most demanding enterprise workloads. Automated and machine-learning-enabled autopilots simplify management by handling database patches, backups and scaling.

Data Warehousing without Limits While legacy platforms such as Netezza struggle to remain relevant, and cloud-only options such as Snowflake are reliant on VMs running on commodity Hardware, Yellowbrick breaks down the ceilings on price/performance, deployment flexibility, and deployment flexibility across both on-premises environments and cloud environments. Pricing and Configurations Performance Security. Get 100X Performance Allow thousands of users to run ad-hoc queries 10x-100x faster that any legacy or cloud-only database warehouse, on PBs. You can also query real-time data and at-rest data simultaneously. Deploy Anywhere Easily deploy applications anywhere -- on-premises or in multiple public clouds. All with the same data and performance everywhere (with no data egress fees). Fixed-cost subscriptions are a great way to save millions. The more you run queries, the lower the cost per request.