Oracle Autonomous AI Lakehouse vs Starburst Data Platform

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 Data Platform is built on Trino and Apache Iceberg to provide governed access to distributed data across on-premises, cloud, and hybrid environments. It can query data across 50+ sources in one SQL statement without copying it. Connectors span data lakes, warehouses, streaming systems, relational databases, and other sources, with features including parallelism, table statistics, dynamic filtering, and pushdown. Starburst Galaxy is available on AWS, Google Cloud, and Microsoft Azure. Galaxy controls include SSO, SCIM, service principals, role- and attribute-based access control, row filters, column masking, and end-to-end encryption. Starburst says Galaxy does not store customer data. Its free tier includes up to three clusters for ad hoc queries. The 30-day trial includes $500 in Galaxy compute resources and Enterprise features, then downgrades to the free tier. Paid plans start at $0.50 per credit; the listed Enterprise and Mission-Critical tiers start at $0.75 and $1.00 per credit. The Galaxy security page lists a 99.5% uptime SLA, 24/7 expert support, and a 30-minute response time.