Instead of Starburst Galaxy
Starburst Galaxy alternatives
Starburst Galaxy is a managed analytics platform built on Trino for querying data across sources without moving it. It combines federated SQL across lakes and warehouses with more than 50 connectors, Kafka streaming, batch ingestion into Iceberg, and automated Iceberg maintenance. AIDA converts natural-language questions into governed insights. Galaxy runs through API, Linux, and web access on AWS, Google Cloud, and Microsoft Azure, and offers SQL analytics, ACID transactions, governance catalog features, and both storage models.
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Comunica
Free plan APILinuxMac+3Decentralized RDF and SPARQL or GraphQL queries — Comunica federates decentralized RDF sources with SPARQL and GraphQL, rather than Galaxy’s managed SQL analytics across enterprise data systems.
Open source Visit site - 2
Apache Drill
Free plan APILinuxMac+2Schema-free SQL on raw nested data — Apache Drill queries raw Hadoop, NoSQL, and cloud data in place without loading or schema creation, unlike Galaxy’s managed Trino service.
Open source Visit site - 3
Apache Hive
Free plan Open source APILinuxMac+2Self-hosted SQL warehousing with ACID tables — Apache Hive is a distributed data warehouse with a central metastore, broad authentication options, and ACID support, rather than Galaxy’s hosted platform.
Open source Visit site - 4
Apache Kylin
Free plan APILinuxSelf-hosted+1High-concurrency OLAP and pre-calculated queries — Apache Kylin emphasizes pre-calculated sub-second OLAP and index recommendations, while Galaxy emphasizes federated queries and managed ingestion.
Open source Visit site - 5
Denodo Platform
Free plan APILinuxSelf-hosted+2Governed enterprise data virtualization and semantics — Denodo adds a shared semantic layer, enterprise knowledge graph, and more than 200 sources alongside federation, replication, and selective materialization.
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PrestoDB
Free plan Open source APILinuxMac+2Open-source distributed SQL across many connectors — PrestoDB provides a self-deployed coordinator-and-worker SQL engine with connectors and security controls, rather than Galaxy’s managed cloud operation.
Open source Visit site - 7
Apache Arrow DataFusion
Free plan LinuxMacSelf-hostedDevelopers building customized Rust query systems — Apache DataFusion is an embeddable Rust query engine with extensible APIs and in-process execution, unlike Galaxy’s complete managed analytics service.
Free plan Visit site - 8
Apache Hudi
Free plan LinuxSelf-hosted - 9
Google Cloud Lakehouse for Apache Iceberg
Free plan APILinuxSelf-hosted+17.4 Visit site - 10
Informatica Intelligent Data Management Cloud
by Informatica Intelligent Data Management CloudFree plan APIExtensionLinux+4 - 11
Microsoft Fabric Notebooks
Free plan APIWeb - 12
Apache Fluss
Free plan Linux - 13
Databricks Data Intelligence Platform
Free plan Web - 14
Collibra
Paid APIExtensionSelf-hosted+1 - 15
Qubole
Free trial APIWeb - 16
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Qlik Talend Cloud
Paid Web - 18
Cloudera Data Warehouse
Paid Web - 19
IBM watsonx.data
Paid Web - 20
Immuta Data Security Platform
Paid Web - 21
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Snowflake AI Data Cloud
Paid Web
Alternatives can suit teams that prefer open-source deployment, decentralized data standards, semantic modeling, or a query engine they operate themselves. Galaxy’s free plan allows up to three clusters with standard execution for ad hoc queries, while paid usage starts at $0.50 and can include compute, ingestion, and private-link transfer. Before switching, compare deployment responsibility, supported query languages and formats, connectivity, governance controls, ingestion needs, and pricing structure. Consider whether Galaxy’s managed service and Iceberg workflow outweigh an alternative’s self-hosting flexibility, specialized modeling, or broader integration approach.