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Best Analytical Data Store Software in 2026

  1. 1

    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
  2. 2

    ClickHouse Cloud

    by ClickHouse Cloud
    Free trial Open source APILinuxMac+3

    ClickHouse Cloud provides managed analytics infrastructure with cloud flexibility, ingestion tools, SQL access, and automated operations.

    8.0 From $50/mo · 30-day trial Visit site
  3. 3

    Apache Druid

    Free plan APILinuxMac+2

    Apache Druid is a self-hosted option for real-time analytics across streaming and batch data, with SQL access, a web console, and broad extension support.

    7.6 Open source Visit site
  4. 4

    Apache Kylin

    Free plan APILinuxSelf-hosted+1

    Apache Kylin offers an OLAP engine with SQL modeling, streaming support, and connections to named BI tools. Its Linux-only support and deployment requirements are important considerations.

    7.6 Open source Visit site
  5. 5

    Apache Pinot

    by Apache Pinot
    Free plan APISelf-hostedWeb

    Apache Pinot combines multiple ingestion paths with SQL access, client libraries, BI connections, and security controls.

    7.4 Open source Visit site
  6. 6

    DuckDB UI

    Free plan ExtensionLinuxMac+3

    DuckDB UI provides notebook and data-exploration tools while keeping default queries local. Check the database and platform limitations before using it.

    7.4 Free plan Visit site
  7. 7

    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
  8. 8

    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.

    7.3 Free plan Visit site
  9. 9

    Apache Doris

    Free plan APILinuxSelf-hosted

    Choose Apache Doris if you need an open-source analytical database for real-time analytics, lakehouse querying, or AI workloads, with SQL, search, and detailed access controls.

    7.2 Free plan Visit site
  10. 10

    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
  11. 11

    Greenplum Database

    Free plan APILinuxSelf-hosted

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

    7.1 Pricing on request Visit site
  12. 12

    MonetDB

    Free plan APILinuxMac+2

    MonetDB offers a broad SQL interface and analytical design at no listed charge.

    7.1 Free plan Visit site
  13. 13

    QuestDB

    by QuestDB
    Free plan APILinuxMac+3
    7.1 Free plan Visit site
  14. 14

    SingleStore Helios

    by SingleStore Helios
    Free plan APILinuxMac+3

    Helios brings varied data capabilities and ingestion options to a managed cloud database, with separate Shared, Standard, and Enterprise plans.

    7.0 Free plan · paid from $0.99 Visit site
  15. 15

    Microsoft Fabric Notebooks

    Free plan APIWeb

    Data engineers and data scientists should consider Fabric Notebooks for interactive Spark and machine learning work with lakehouse integration, collaboration, and scheduling tools.

    6.9 Free plan · pricing on request · 60-day trial Visit site
  16. 16

    Teradata VantageCloud

    by Teradata VantageCloud
    Free plan APILinuxSelf-hosted+1
    6.9 Free plan · pricing on request Visit site
  17. 17

    MotherDuck

    Free plan APIWeb

    Choose MotherDuck if you need a serverless DuckDB warehouse with queryable data sharing, isolated compute, or integrated pipelines and visualizations.

    6.8 Free plan · paid from $250/mo · 7-day trial Visit site
  18. 18

    Actian VectorAI DB

    Free plan LinuxMacWindows
    6.7 Free plan · paid from $417/mo (annual) · 30-day trial Visit site
  19. 19

    StarRocks

    Free plan LinuxSelf-hosted

    Choose StarRocks if you need a free, self-hosted SQL analytics database with real-time ingestion, broad data-source coverage, and configurable deployment.

    6.7 Free plan Visit site
  20. 20

    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
  21. 21

    Google BigQuery

    Free plan Web
    5.8 Free plan Visit site
  22. 22

    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
  23. 23

    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.

    4.8 From $119/mo Visit site
  24. 24

    Databricks Lakehouse Federation

    Paid Web
    4.5 Visit site
  25. 25

    Huawei Cloud Data Warehouse Service

    Paid LinuxWebWindows
    4.4 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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