Starburst Galaxy vs Spotfire Data Virtualization

Starburst Galaxy9.2Visit Spotfire Data Virtualization8.6Visit

Higher score Starburst Galaxy #2 in Data Virtualization Software 9.2/10 Free plan · 30-day trial Free planFree trial✓ 0 of 3 features Try Starburst Galaxy

vs

Spotfire Data Virtualization #7 in Data Virtualization Software 8.6/10 Pricing on request ✓ 0 of 3 features Visit Spotfire

• Starburst Galaxy fits best

  Cloud-scale federation with a free tier

• Spotfire Data Virtualization fits best

  Established analytics-suite virtualization

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Side by side

Feature	Starburst Galaxy 9.2/10 Visit ↗	Spotfire Data Virtualization 8.6/10 Visit ↗
At a glance
Editor score	9.2	8.6
Ranking	#2 in Data Virtualization Software	#7 in Data Virtualization Software
Best for	Cloud-scale federation with a free tier	Established analytics-suite virtualization
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
Support	Live chat, Tickets, Community, Docs · 24/7	Email, Tickets, Docs
Compliance	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML	ISO 27001
Integrations	50+ integrations	300+ integrations
Built for	Mid-market, Enterprise	Enterprise
Features Starburst Galaxy 0/3 · Spotfire Data Virtualization 0/3
Semantic layer	Not checked yet	Not checked yet
REST API access	Not checked yet	Not checked yet
Query acceleration	Not checked yet	Not checked yet
Specs
Deployment model	Not checked yet	Not checked yet
Source connectors	Not checked yet	Not checked yet
Access protocols	Not checked yet	Not checked yet
Our review
Pros	Federated SQL across object storage, databases, warehouses, and streams Iceberg tables with snapshots, time travel, and Kafka streaming ingestion Governance controls, SSO, SCIM, APIs, and autoscaling	Federated SQL queries across heterogeneous distributed data sources Caching, row-based security, modeling, and scheduled triggers JDBC, ODBC, ADO.NET, REST, and SOAP connectivity
Cons	Free includes only up to 3 clusters Paid pricing is usage-based per compute credit Advanced capabilities are reserved for higher tiers	Pricing requires contacting sales No free plan is available Its breadth may exceed narrower virtualization requirements
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 to query object storage, warehouses, relational databases, and streaming systems through… Read the review →	Spotfire Data Virtualization provides a logical data layer for organizations that need to access, combine, model, and query distributed data without replicating it. It is positioned for enterprise environments spanning on-premises, cloud,… Read the review →

Strengths and trade-offs

• Starburst Galaxy — where it wins

  • Federated SQL across object storage, databases, warehouses, and streams
  • Iceberg tables with snapshots, time travel, and Kafka streaming ingestion
  • Governance controls, SSO, SCIM, APIs, and autoscaling

  Where it doesn't

  • Free includes only up to 3 clusters
  • Paid pricing is usage-based per compute credit
  • Advanced capabilities are reserved for higher tiers

• Spotfire Data Virtualization — where it wins

  • Federated SQL queries across heterogeneous distributed data sources
  • Caching, row-based security, modeling, and scheduled triggers
  • JDBC, ODBC, ADO.NET, REST, and SOAP connectivity

  Where it doesn't

  • Pricing requires contacting sales
  • No free plan is available
  • Its breadth may exceed narrower virtualization requirements

• Starburst Galaxy9.2/10 · Free plan · 30-day trial

  A cloud data virtualization platform with federated SQL, Iceberg, governance, and a free tier.

  Try Starburst GalaxyFull verdict →
• Spotfire Data Virtualization8.6/10 · Pricing on request

  A broad enterprise data virtualization layer with strong SQL, governance, and connectivity features.

  Visit SpotfireFull verdict →