StarRocks

B
B tier on Database SoftwareScore 7.1 · #40 of 74
Android app
Not listed
Free plan
Yes
Runs on
Linux, self-hosted
starrocks.io
The StarRocks homepage

Summary

StarRocks is a free, self-hosted analytical database for workloads such as multidimensional OLAP, ad hoc queries, and real-time, high-concurrency analytics. It is designed for large-scale analysis with sub-second queries. Its column-oriented, vectorized engine uses SIMD instructions, while its cost-based optimizer can reorder joins, rewrite subqueries, reuse common table expressions, and choose distributed join strategies. StarRocks supports SQL and real-time ingestion, with row-level security and native role- and identity-based access controls. It can query Hive, Iceberg, Hudi, and Delta Lake data through external catalogs without moving that data. Listed integrations include Kafka, Flink, Tableau, Power BI, Datadog, JDBC, Airflow, dbt, and Superset. Deployment options include public and private clouds and on-premises environments, with manual or Kubernetes setup. Shared-data deployments can use object storage such as AWS S3, Google Cloud Storage, Azure Blob Storage, HDFS, and MinIO. It is licensed under Apache License 2.0.

Who it is for

StarRocks suits teams building self-hosted analytics for real-time, high-concurrency or ad hoc workloads. It may also fit teams that need SQL analysis across data lakes and varied data sources.

What is good

  • Free Community Edition under Apache License 2.0
  • Designed for sub-second queries at scale
  • Queries several data lakes without data migration
  • Supports manual and Kubernetes deployment
  • Includes row-level security and access controls

What to know first

  • Official binary packages support x86 deployments
  • ARM deployment files require the StarRocks Docker image
  • Self-hosted deployment requires setup

Verdict

StarRocks combines a free, self-hosted database with real-time analytics, data-lake querying, and multiple deployment options. Check the deployment prerequisites and workload requirements before choosing it.

StarRocks plans and pricing

All plans
StarRocks Community Edition Free starrocks.io · 30 Sept 2026

Compared on database software

Free plan
Yesstarrocks.io

Facts

Product
StarRocks is a massively parallel processing analytical database designed for real-time analytics and sub-second queries at scale.docs.starrocks.io · 30 Sept 2026
Query engine
Its fully vectorized execution engine processes data in columnar form and uses SIMD instructions.docs.starrocks.io · 30 Sept 2026
Query optimizer
The cost-based optimizer includes common table expression reuse, subquery rewriting, join reordering, and distributed join strategy selection.docs.starrocks.io · 30 Sept 2026
Materialized views
StarRocks can automatically update materialized views when base data changes and automatically rewrite queries to use suitable views.docs.starrocks.io · 30 Sept 2026
Data lake analytics
It can query data in Apache Hive, Iceberg, Hudi, and Delta Lake through external catalogs without data migration.docs.starrocks.io · 30 Sept 2026
Integrations
The integrations documentation lists Kafka, Flink, Tableau, Power BI, Datadog, JDBC, Airflow, dbt, and Superset among its integrations and tools.docs.starrocks.io · 30 Sept 2026
Deployment
StarRocks can be deployed on public or private clouds and on-premises, with manual and Kubernetes deployment options.docs.starrocks.io · 30 Sept 2026
Storage options
Shared-data deployments can use object storage including AWS S3, Google Cloud Storage, Azure Blob Storage, HDFS, and MinIO.docs.starrocks.io · 30 Sept 2026
Security
StarRocks supports SSL-encrypted connections and external authentication integrations for LDAP, JWT, and OAuth 2.0.docs.starrocks.io · 30 Sept 2026
Access control
Its authorization options include native role-based and identity-based access control, with Apache Ranger integration.docs.starrocks.io · 30 Sept 2026
License
StarRocks is licensed under Apache License 2.0.starrocks.io · 30 Sept 2026
Support
The project directs users to GitHub issues and a Slack community for questions and feedback.starrocks.io · 30 Sept 2026
Deployment prerequisite
The official binary packages support x86 deployments; ARM deployment files are prepared using the StarRocks Docker image.docs.starrocks.io · 30 Sept 2026
Intended workloads
Documented use cases include multidimensional OLAP, real-time and high-concurrency analytics, ad hoc queries, and unified analytics.docs.starrocks.io · 30 Sept 2026

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