Oracle Autonomous AI Lakehouse vs Starburst Galaxy

Oracle Autonomous AI Lakehouse is a pay-per-use platform for working with data through open lake technologies and enterprise data warehouse capabilities. It can query Apache Iceberg tables across clouds without moving the data, and is available on OCI, AWS, Azure, Google Cloud, and Exadata Cloud@Customer. It supports structured, semi-structured, and unstructured data, with catalog integrations including OCI Data Catalog, AWS Glue, and Apache Iceberg catalogs in Databricks and Snowflake. Data Studio provides drag-and-drop workflows for integrating data from more than 100 application, cloud service, and database sources, and enables bidirectional sharing with Power BI and Tableau through Delta Sharing. Its AI and analytics tools include machine learning, graph and spatial analytics, and AI Vector Search for semantic search and retrieval-augmented generation. Select AI can use models from providers including Cohere, OpenAI, Google, Anthropic, and AWS. Oracle says automated management covers provisioning, security, tuning, and scaling. The Always Free offer includes two database instances, subject to capacity limits; a separate trial provides US$300 in cloud credits for up to 30 days.

Starburst Galaxy is a managed cloud analytics platform built on Trino. It lets teams query data across sources in one SQL query without copying it, with availability on AWS, Google Cloud and Microsoft Azure. Starburst lists more than 50 data sources, including Amazon S3, Snowflake, Redshift, BigQuery and Azure Blob. Galaxy can stream from Kafka or load CSV, JSON and AVRO files into Iceberg. Its LakeOps service automates Iceberg table compaction, snapshot expiry and orphan-file removal; AIDA converts natural-language questions into governed insights through a customizable interface or MCP. Security provisions include fine-grained RBAC and ABAC, encryption, data classification and private connectivity. Starburst describes Galaxy as SOC 2 Type II certified and HIPAA-ready. A free plan allows up to three clusters for ad hoc queries in standard execution mode. Usage charges vary by plan and cover items such as compute, ingestion and private-link data transfer. A 30-day trial includes Enterprise features and $500 in compute resources. Starburst recommends Galaxy for organizations without resources to manage complex data clusters.