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Data Lakehouse · Rank #10 of 10

Starburst review and pricing

Managed Trino with multi-format lakehouse support and Stargate federation.

By Starburst Data · Founded 2017 · Boston, MA · private

Starburst is the commercial company behind Trino (the open-source distributed SQL query engine, formerly PrestoSQL), offering Starburst Galaxy (SaaS) and Starburst Enterprise (self-hosted) as managed Trino with multi-format lakehouse support (Iceberg, Delta, Hudi) and Stargate federation across data sources. Series D $250M raised in Feb 2022 at $3.35B valuation; no major funding round publicly disclosed since. Strengths: federated query across lakehouse plus operational data sources (Postgres, MySQL, Mongo, etc.), Trino community heritage, and multi-format support. Trade-offs: smaller than Databricks/Snowflake, primary value is federation rather than being a one-stop lakehouse.

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Best for

Engineering-led teams (100-10,000 employees) with federation requirements across lakehouse plus operational data sources, who value Trino open-source heritage and multi-format support.

Worst for

Buyers wanting fully managed integrated lakehouse + ML platform (Databricks), or teams that only need single-format Iceberg query (Dremio or BigLake fit).

Vendor Trust Score

Is Starburst a trustworthy vendor?

7.8/10
Mixed
Pricing transparency
Published rates; no hidden fees
6.5
Contract fairness
Reasonable terms; no auto-renew traps
8.0
Incident response
How they handle outages and breaches
8.0
Post-acquisition behavior
Customer treatment after M&A or PE
8.5
Executive stability
Leadership churn over 24 months
8.0
Roadmap honesty
Public commitments held
8.0
Trust signal log
  • 2022-02-09
    Series D $250M raised at $3.35B valuation
  • 2024-05-21
    Galaxy multi-format support (Iceberg, Delta, Hudi) GA
  • 2025-11-04
    No major funding round disclosed since 2022
Vendor Trust is scored independently of product quality. A great product from an unfair vendor still earns a low trust score.
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Editorial: Strengths

  • Managed Trino with multi-format support (Iceberg, Delta, Hudi)
  • Stargate federation across 50+ data sources (lakehouse plus operational)
  • Strong open-source Trino heritage and community
  • Bring-your-own-cloud and BYO-object-store model
  • Galaxy SaaS plus self-hosted Enterprise options

Editorial: Weaknesses

  • Smaller than Databricks/Snowflake on managed enterprise share
  • No major funding round disclosed since Feb 2022 ($3.35B valuation)
  • Primary value is federation; not a one-stop lakehouse platform

Key features & integrations

  • +Managed Trino (SaaS Galaxy and self-hosted Enterprise)
  • +Multi-format support: Iceberg, Delta, Hudi
  • +Stargate federation across 50+ sources
  • +Caching and acceleration layer
  • +Role-based access control and data products
  • +Bring-your-own-cloud model
50+ integrations
Apache IcebergTrinoTableauPower BIdbtLookerAWS S3ADLS
Geography supported
Global
Best fit
100-10,000+ employees · Engineering-led federated query teams
Vendor trust

Starburst trust score

6-dimension scorecard, dated, separate from product quality.
Worst for

Who shouldn’t buy Starburst

Editorial verdict on the buyers it’s the wrong fit for.
Alternatives

Starburst alternatives, ranked

9 independent picks from the same category.
Editorial deep-dive

Read our full ranking of Data Lakehouse

Starburst ranks #10 in our editorial review of 10 data lakehouse platforms. The deep-dive covers methodology, comparison tables, decision matrix, migration scoring, and FAQs.

Read the full ranking

Closest alternatives in Data Lakehouse

#9
Dremio
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★ 4.4 partial
#8
Apache Hudi + Onehouse
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★ 4.3 partial
#7
Delta Lake
Databricks-led open table format with Iceberg interop via Delta UniForm.
★ 4.5 public
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