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Nucleus Research Releases 2023 Data Warehouse Technology Value Matrix

Leaders in the data warehouse market include AWS, Databricks, Microsoft, Oracle, Snowflake, and Teradata

The economic uncertainty of the last year has called for organizations to reevaluate their data and analytics infrastructure in order to keep costs in check and limit complexity.

“In 2023, organizations continue to scale their data and analytics consumption, and the mass adoption of data-intensive use cases such as machine learning and real-time streaming outstrips the performance of legacy systems,” said Senior Analyst Alexander Wurm. “The data warehouse market has been forced to evolve rapidly, and vendors now compete to deliver multi-tenant elastic services that are designed to support data storage and processing at petabyte scales.”

Looking ahead through 2023, Nucleus expects customers to prioritize a solution’s managed services, ease of use and integration, and capabilities to support advanced use cases such as machine learning and real-time streaming.

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Leaders in this year’s Value Matrix deliver advanced functionality without sacrificing ease-of-use at scale. Leaders are AWS, Databricks, Microsoft, Oracle, Snowflake, and Teradata.

The Experts in this year’s Value Matrix are organizations that deliver value to customers with complex use cases through deep functionality and industry-specific capabilities. Experts include Cloudera, IBM, and Yellowbrick.

Facilitators in this year’s Value Matrix deliver value through greater ease of use and quick implementation. Facilitators include Dremio, Google, and SAP.

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Core Providers deliver core capabilities for those organizations looking for a straightforward solution with quick time-to-value. This year’s Value Matrix Core Providers are Actian, Panoply, and Vertica.

Nucleus Research is the recognized global leader in ROI technology research. Using a case-based approach, we provide research streams and advisory services that allow vendors and end users to quantify and maximize the return from their technology investments. For more information, visit or follow our latest updates on LinkedIn.

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