# Starburst Galaxy: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 13 judge labels across 1 categories by 9 of 14 models. Page: https://it-ai-index.com/vendors/starburst-galaxy/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data virtualization | 13% | 3 | 0% | 13 |

## What the models said for it

- "Choose Starburst Galaxy if you want the fastest setup, lowest administrative overhead, and variable costs that match your growth." (Qwen 3.7 Flash, Data virtualization)
- "Starburst Galaxy stands out as one of the strongest options for a data virtualization platform" (Grok 4.1 Fast, Data virtualization)
- "My default recommendation would be Starburst Galaxy for a mid-sized B2B company" (GPT-6 Luna, Data virtualization)
- "The Top Pick for Heterogeneous Data Estates: Starburst Galaxy (Managed Trino)" (Gemini 3.5 Flash, Data virtualization)

## In its own words

What Starburst Galaxy's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Get started in minutes. A fully managed SaaS platform on AWS, GCP, and Azure: perfect for cloud-first teams who want speed and simplicity with ops handled for them. (https://starburst.io/)
- For: cloud-first teams who want speed and simplicity with ops handled for them (https://starburst.io/)
- Starting price: 500 (https://starburst.io/)
- Free plan or trial: Start Free (https://starburst.io/)
- Integrations claimed: 50 (https://starburst.io/)
- Certifications: SOC 2, ISO 27001:2022, CSA Star
- Hosting: AWS, GCP, Azure
- Customers named: Talkdesk, Switch, Spreetail, OCBC Bank

## What it publishes

Every page starburst.io exposes, read 2026-09-29: 2232 addresses. By kind, pages and the last 90 days:

- blog: 7 pages, 7 in the last 90 days, latest 2026-09-28
- conference or event: 257 pages, 0 in the last 90 days, latest 2022-07-06
- comparison: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 634 pages, 3 in the last 90 days, latest 2026-09-17
- Recent: 2026-09-28 blog: Understanding on premises data lake architecture https://www.starburst.io/blog/understanding-on-premises-data-lake-architecture
- Recent: 2026-09-25 blog: Data governance for modern data platforms https://www.starburst.io/blog/data-governance-for-modern-data-platforms
- Recent: 2026-09-24 blog: Starburst enterprise delivers incremental iceberg materialized views query speed improvements and enhanced ai intelligen https://www.starburst.io/blog/starburst-enterprise-delivers-incremental-iceberg-materialized-views-query-speed-improvements-and-enhanced-ai-intelligence
- Recent: 2026-09-22 blog: What are the most common ai use cases for banking https://www.starburst.io/blog/what-are-the-most-common-ai-use-cases-for-banking
- Recent: 2026-09-21 blog: Context engineering for redshift https://www.starburst.io/blog/context-engineering-for-redshift
- Recent: 2026-09-18 blog: Announcing server side scan planning with starburst and databricks https://www.starburst.io/blog/announcing-server-side-scan-planning-with-starburst-and-databricks

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.