starburst.io — Traffic, Worth & Safety

Starburst is the commercial company behind Trino (formerly PrestoSQL), providing a distributed SQL query engine that queries data across multiple sources without moving it. Founded in 2017 in Boston by Justin Borgman and Matt Fuller, Starburst raised $414 million in Series D (2022) at a $3.35 billion valuation. The platform enables "data mesh" architectures where teams query data in S3, PostgreSQL, MongoDB, and Kafka through a single SQL interface.

Based on our analysis, starburst.io implements HTTPS encryption and scores 0% on security headers. There is room for improvement in security configuration.

starburst.io is missing 5 of 5 recommended security headers (Strict-Transport-Security, Content-Security-Policy, X-Content-Type-Options, X-Frame-Options, X-XSS-Protection). This leaves visitors more exposed to browser-based attacks.

Starburst implements HTTPS with TLS 1.3, SOC 2 Type II, and HIPAA compliance. The platform provides fine-grained access controls (column-level, row-level), data masking, and audit logging. Starburst enforces security policies across all connected data sources through a unified governance layer. The platform supports SSO (SAML/OIDC), Ranger/OPA integration, and encryption in transit between nodes.

All values are estimates based on publicly available traffic data.

starburst.io ranks #135,706 globally. While outside the top 100k, the site maintains an active presence with regular visitors.

With its current visitor volume, starburst.io has moderate revenue potential. Niche sites at this level often outperform estimates through targeted advertising or affiliate partnerships.

Starburst competes with Snowflake (requires data loading), Databricks (Spark-based), Dremio (similar lakehouse query), and AWS Athena (managed Presto/Trino). The platform's advantage is federation — querying across heterogeneous sources without moving data. Starburst targets enterprises with data spread across multiple systems who want analytics without building a centralized warehouse. The challenge is competing with Snowflake's simplicity and Databricks' unified analytics platform.

These are the websites closest to starburst.io in global traffic ranking.

Starburst commercializes Trino — the query engine originally created at Facebook as Presto (processing 300+ petabytes daily). The platform queries data where it lives without ETL — eliminating data copying and warehouse loading. Starburst Galaxy (cloud service) provides a managed Trino experience. The company's $3.35B valuation reflects the "query anywhere" thesis: as data proliferates across lakes, warehouses, and databases, a universal query layer becomes essential. Starburst processes exabytes of data monthly across its customer base.