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Best Data Warehouse Software in 2026

Choosing a data warehouse involves decisions about where data comes from, how it is stored, and how workloads run. Compared on data lake support and streaming ingestion, these tools also distinguish deployment model, in-database machine learning, and whether storage and compute are separate. Pricing model, free-plan availability and paid-from pricing add cost considerations. Exasol, Apache Hive and Databend are among the options shown. Consider your data inputs and analytical workloads, then compare the listed architecture and pricing details to see which configurations warrant a closer look.

  1. 1

    Apache Hive

    Free plan Open source APILinuxMac+2

    Apache Hive combines SQL data warehousing with metadata services, transaction support, and connections to multiple storage systems.

    9.2 Open source Visit site
  2. 2

    Databend

    Free plan Open source APILinuxMac+2

    Choose Databend if you need an analytics warehouse with search capabilities, broad storage options, and a choice of self-hosted or cloud deployment.

    9.1 Free plan · paid from $1 · 30-day trial Visit site
  3. 3

    Databricks Notebooks

    by Databricks Notebooks
    Free plan AndroidAPILinux+3

    Choose Databricks Notebooks if you need a web notebook environment with data governance, lineage, table rollback, and machine-learning capabilities.

    7.5 Free plan · 14-day trial Visit site
  4. 4

    Exasol

    by Exasol
    Free plan APILinuxMac+3

    Exasol offers analytics database options across managed and self-managed deployment models. Check data-source, user and storage limits alongside compute costs when assessing fit.

    7.4 Free plan · paid from $3.30 · 30-day trial Visit site
  5. 5

    Firebolt

    Free plan APILinuxSelf-hosted+1

    Firebolt offers both self-managed and managed deployment paths, plus a free self-hosted plan and a managed service with usage-based compute billing.

    7.4 Free plan Visit site
  6. 6

    Greenplum Database

    Free plan APILinuxSelf-hosted

    Greenplum combines PostgreSQL-based warehousing with distributed processing and external data access.

    7.2 Pricing on request Visit site
  7. 7

    IBM Db2

    Free plan APILinuxSelf-hosted+2

    Choose IBM Db2 if you need a database for varied enterprise workloads, with query optimization, vector queries, and options for availability and security.

    7.2 Free plan · paid from $630/mo Visit site
  8. 8

    Teradata VantageCloud

    by Teradata VantageCloud
    Free plan APILinuxSelf-hosted+1
    6.9 Free plan · pricing on request Visit site
  9. 9

    Amazon Redshift

    Free trial APIWeb

    Choose Amazon Redshift if you need cloud SQL analytics across warehouses and data lakes, with streaming ingestion and a broad set of listed BI and ETL integrations.

    6.2 From $0.54 Visit site
  10. 10

    Google BigQuery

    Free plan Web
    5.8 Free plan Visit site
  11. 11

    Yellowbrick Data Warehouse

    Free trial APILinuxMac+3

    Choose Yellowbrick Data Warehouse if your organization needs a SQL analytics platform with flexible deployment, separate storage and compute, and controls for security or data residency.

    5.8 From $0.28 · 30-day trial Visit site
  12. 12

    SAP Extended Enterprise Content Management by OpenText

    by SAP Extended Enterprise Content Management by OpenText
    Paid AndroidiPhoneLinux+4
    5.5 Pricing on request Visit site
  13. 13

    Teradata Database

    Paid APILinuxSelf-hosted+1

    Choose Teradata Database for complex analytics that benefit from massively parallel processing and in-database analytics.

    5.4 Visit site
  14. 14

    Tencent Cloud TCHouse-C

    Paid APILinuxWeb

    Tencent Cloud TCHouse-C combines cloud deployment with separate storage and compute, plus data lake and streaming ingestion support.

    5.3 Pricing on request Visit site
  15. 15

    Tencent Cloud TCHouse-D

    Paid APIWeb

    TCHouse-D provides managed analytical clusters with broad ingestion and database connectivity options.

    5.1 Pricing on request Visit site
  16. 16

    Alibaba Cloud MaxCompute

    Paid Web

    MaxCompute offers distinct subscription and hourly-billed compute choices alongside its listed data capabilities.

    5.0 From $0.05 Visit site
  17. 17

    Alibaba Cloud AnalyticDB

    Paid Web

    Choose Alibaba Cloud AnalyticDB if its listed data lake, streaming, and in-database machine learning capabilities fit your analytics needs.

    4.9 From $119/mo Visit site
  18. 18

    Alibaba Cloud Hologres

    Paid Web

    Hologres combines data lake and streaming support with several billing structures. Pricing varies by region, and the listed plans include both hourly and prepaid options.

    4.8 Pricing on request Visit site
  19. 19

    Cloudera Data Warehouse

    Paid Web

    Choose Cloudera Data Warehouse if your organization needs web-based enterprise data access with data lake support in a hybrid deployment.

    4.8 From $0.07 Visit site
  20. 20

    Databricks SQL Warehouse

    Paid Web

    Databricks SQL Warehouse combines lakehouse data support with streaming ingestion and separate storage and compute.

    4.8 Visit site
  21. 21

    Panoply

    Paid Web

    Choose Panoply.io if you want a directory for researching data and AI infrastructure tools and their pricing context.

    4.8 21-day trial Visit site
  22. 22

    Azure Synapse Analytics

    Paid Web

    Choose Azure Synapse Analytics if your workloads call for data-lake queries, SQL warehousing, Spark processing, or interactive log and telemetry analysis.

    4.7 Pricing on request Visit site
  23. 23

    Huawei Cloud Data Warehouse Service

    Paid LinuxWebWindows
    4.4 Visit site
  24. 24

    IBM Netezza Performance Server

    Paid Web
    4.4 From $3.73 Visit site
  25. 25

    SAP Integration Suite, API Management

    by SAP
    Paid
    4.3 Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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