Free and open first
Best Analytics Databases in 2026
Analytics databases support SQL-based analysis and data workloads. This list covers hosted and self-hosted options that run on web, API, Linux, macOS, or Windows platforms.
- 31 apps
- Research read 7 Oct 2026
- How the order is worked out
- 1
Apache Hive
Free plan Open source APILinuxMac+2Apache Hive combines SQL data warehousing with metadata services, transaction support, and connections to multiple storage systems.
- 2
PrestoDB
Free plan Open source APILinuxMac+2PrestoDB is a free query engine for federating queries across heterogeneous sources, with deployment and security options documented.
- 3
ClickHouse Cloud
by ClickHouse CloudFree trial Open source APILinuxMac+3ClickHouse Cloud provides managed analytics infrastructure with cloud flexibility, ingestion tools, SQL access, and automated operations.
- 4
Apache Druid
Free plan APILinuxMac+2Apache 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.
- 5
Apache Impala
Free plan APILinuxMac+1Apache Impala is a free analytic database for SQL queries across supported open data formats and Hadoop infrastructure.
- 6
Apache Kylin
Free plan APILinuxSelf-hosted+1Apache 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
Apache Pinot
by Apache PinotFree plan APISelf-hostedWebApache Pinot combines multiple ingestion paths with SQL access, client libraries, BI connections, and security controls.
- 8
- 9
Firebolt
Free plan APILinuxSelf-hosted+1Firebolt offers both self-managed and managed deployment paths, plus a free self-hosted plan and a managed service with usage-based compute billing.
- 10
IBM Db2
Free plan APILinuxSelf-hosted+2Choose IBM Db2 if you need a database for varied enterprise workloads, with query optimization, vector queries, and options for availability and security.
- 11
Apache Doris
Free plan APILinuxSelf-hostedChoose 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.
- 12
Greenplum Database
Free plan APILinuxSelf-hostedGreenplum combines PostgreSQL-based warehousing with distributed processing and external data access.
- 13
MonetDB
Free plan APILinuxMac+2MonetDB offers a broad SQL interface and analytical design at no listed charge.
- 14
- 15
SingleStore Helios
by SingleStore HeliosFree plan APILinuxMac+3Helios brings varied data capabilities and ingestion options to a managed cloud database, with separate Shared, Standard, and Enterprise plans.
- 16
- 17
MotherDuck
Free plan APIWebChoose MotherDuck if you need a serverless DuckDB warehouse with queryable data sharing, isolated compute, or integrated pipelines and visualizations.
- 18
Trino
Free plan APILinuxSelf-hosted+1Trino is aimed at federated SQL analytics across data systems, with deployment choices for cloud and on-premises environments.
- 19
StarRocks
Free plan LinuxSelf-hostedChoose StarRocks if you need a free, self-hosted SQL analytics database with real-time ingestion, broad data-source coverage, and configurable deployment.
- 20
Amazon Redshift
Free trial APIWebChoose 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.
- 21
Google BigQuery
Free plan Web - 22
Yellowbrick Data Warehouse
Free trial APILinuxMac+3Choose 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.
- 23
SAP Customer Data Platform
by SAP Customer Data PlatformPaid APIWebConsider SAP Customer Data Platform if your organization needs permission-aware customer profiles, real-time segmentation and integrations across enterprise systems.
5.2 Visit site - 24
Alibaba Cloud AnalyticDB
Paid WebChoose Alibaba Cloud AnalyticDB if its listed data lake, streaming, and in-database machine learning capabilities fit your analytics needs.
- 25
Databricks SQL Warehouse
Paid WebDatabricks SQL Warehouse combines lakehouse data support with streaming ingestion and separate storage and compute.
4.8 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
Compare free plans, free trials, paid starting prices, deployment models, SQL interfaces, open-source licences, streaming ingestion, serverless compute, and data architecture before choosing. Check the licence terms if you need to read or change code.
Questions
What is an analytics database?
It is a database designed for analytical workloads, with comparison points such as SQL interfaces, streaming ingestion and data architecture.
Can I use an analytics database for free?
Listings include free plans and open-source options, while other products are paid. Check the plan or licence before choosing.
Are free trials available?
A free trial is available from products in this category. Check the trial terms, limits and what happens when it ends.
Which platforms do these databases support?
Platforms represented include web, API, Linux, self-hosted, macOS and Windows. Confirm the platform and deployment model for your choice.
What should I compare before buying?
Compare free plan access, paid starting price, deployment model, SQL interface, open-source status, streaming ingestion, serverless compute and data architecture.