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Data Infrastructure

Starburst

Trino-based data lakehouse and federated query platform

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About Starburst

Starburst commercializes Trino, an open-source distributed SQL query engine. Its Galaxy and Enterprise products query data across lakes, warehouses and databases without moving it, and support Iceberg lakehouses.

Common use cases

  • Data lakehouse
  • Federated analytics
  • Hadoop modernization

Social listening

What people are saying about Starburst

Reviewers on one platform value Galaxy's query speed and ability to query many sources without heavy ETL, and buyers typically plan for cluster startup and configuration scope.

What stands out

  • Reviewers report fast query responses, including on complex queries.
  • Access to many data sources in one place reduces the need for ETL.
  • Seen as a cost-effective hosted option for Trino with cross-database and Iceberg support.

Things to consider

  • Worth confirming the level of advanced cluster configuration control you need.
  • Cluster startup can take minutes, so plan for it in ad-hoc workflows.
  • Worth confirming alerting integrations for failed jobs and multi-tenancy and SSO support.
  • Non-specialists typically plan for training on usability and diagnostics.

Often compared with: Databricks, Dremio

Sources (1)

Themes summarized from public reviews, community discussion and press coverage as of November 2026. They reflect public discussion, not a rating or an endorsement by AI Connect.

Products and services

Starburst Galaxy

Managed SaaS Trino platform.

Starburst Enterprise

Self-managed distribution.

Key features

  • Federated queries
  • Iceberg lakehouse
  • Data products
  • Access controls
  • Multi-cloud

Integrations

  • AWS
  • Microsoft Azure
  • Google Cloud
  • Apache Iceberg
  • Delta Lake
  • dbt

Starburst alternatives

FAQs

What is Trino?

An open-source distributed SQL engine.

Does it move data?

Queries it where it resides.

Managed option?

Galaxy.

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