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Head-to-head · Data Federation Software

Starburst Galaxy vs Querona

  • Updated Oct 2026
  • Both researched from official sources
  • 8 checks side by side
Higher score Starburst Galaxy #2 in Data Federation Software 9.1/10 Free plan · 30-day trial Free planFree trial✓ 0 of 7 features Try Starburst Galaxy
Querona #5 in Data Federation Software 8.4/10 Pricing on request ✓ 7 of 7 features Visit Querona

Starburst Galaxy leads on 1 check, Querona on 0, and 7 are even. Who comes out ahead on the 8 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreStarburst Galaxy · 9.1/10
  • Free planonly Starburst Galaxy
  • Free trialonly Starburst Galaxy
  • Most featuresQuerona · 7 of 7

Starburst Galaxy scores higher on our rubric for data federation software: 9.1 against 8.4 out of 10; our editors rank them #2 and #5.

Starburst Galaxy offers free plan; Querona doesn't.

Starburst Galaxy is the better fit for cloud-native federation with a free starting tier. Querona is the better fit for enterprise federation with governance and scheduling.

  • Starburst Galaxy fits best

    Cloud-native federation with a free starting tier

  • Querona fits best

    Enterprise federation with governance and scheduling

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Starburst Galaxy 9.1/10 Visit ↗ Querona 8.4/10 Visit ↗
At a glance
Editor score 9.1 8.4
Ranking #2 in Data Federation Software #5 in Data Federation Software
Best for Cloud-native federation with a free starting tier Enterprise federation with governance and scheduling
Pricing model Free plan + paid Paid
Starting price $0.50/unit usage-based —
Free plan ✓ (best) —
Free trial 30 days —
Deployment Cloud Cloud, Self-hosted, Desktop
Platforms Web Web, Windows
Support Live chat, Tickets, Community, Docs · 24/7 Docs
Integrations 50+ integrations 200+ integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Starburst Galaxy 0/7 · Querona 7/7
Cloud hosted Not checked yet ✓ (best)
Self-hosted Not checked yet ✓ (best)
SQL querying Not checked yet ✓ (best)
Query result cache Not checked yet ✓ (best)
Row-level security Not checked yet ✓ (best)
API access Not checked yet ✓ (best)
Scheduled queries Not checked yet ✓ (best)
Our review
Pros
  • Federates SQL queries across lakes, warehouses, databases, and streaming systems
  • Supports Iceberg tables, snapshots, time travel, and Kafka streaming ingestion
  • Includes governance controls, APIs, autoscaling, and optional AI capabilities
  • Federates heterogeneous sources with real-time SQL querying
  • Adds row-level security, masking, lineage, and a searchable catalog
  • Connects with BI tools, APIs, Spark, ODBC, JDBC, and MCP
Cons
  • Paid usage is priced per compute credit rather than a fixed plan fee
  • Advanced governance and execution features require paid tiers
  • Not open source; access is provided through web and API interfaces
  • Pricing requires contacting sales
  • No free plan is offered
  • Customer-controlled infrastructure requires self-hosted deployment
Our verdict

Starburst Galaxy is a fully managed cloud data lake analytics platform built on Trino. It is designed for data teams and enterprises that need SQL access across object storage, data warehouses, relational databases, and streaming systems…

Read the review →

Querona is a data virtualization and Data Fabric platform for organizations that need to connect, query, govern, and integrate heterogeneous data without upfront ETL. It provides real-time federation, SQL querying through a SQL…

Read the review →
  1. Starburst GalaxyData Federation Software 9.1Free plan · 30-day trial
  2. QueronaData Federation Software 8.4Pricing on request

Strengths and trade-offs

  • Starburst Galaxy — where it wins

    • Federates SQL queries across lakes, warehouses, databases, and streaming systems
    • Supports Iceberg tables, snapshots, time travel, and Kafka streaming ingestion
    • Includes governance controls, APIs, autoscaling, and optional AI capabilities

    Where it doesn't

    • Paid usage is priced per compute credit rather than a fixed plan fee
    • Advanced governance and execution features require paid tiers
    • Not open source; access is provided through web and API interfaces

  • Querona — where it wins

    • Federates heterogeneous sources with real-time SQL querying
    • Adds row-level security, masking, lineage, and a searchable catalog
    • Connects with BI tools, APIs, Spark, ODBC, JDBC, and MCP

    Where it doesn't

    • Pricing requires contacting sales
    • No free plan is offered
    • Customer-controlled infrastructure requires self-hosted deployment
  • Starburst Galaxy9.1/10 · Free plan · 30-day trial

    A cloud-native federation platform with a free tier and usage-based paid plans.

    Try Starburst GalaxyFull verdict →
  • Querona8.4/10 · Pricing on request

    A broad federation platform for enterprises that need governance, APIs, and scheduled data work.

    Visit QueronaFull verdict →

More comparisons

All data federation software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update