whichdb
vs

Snowflake vs Starburst

Snowflake: Fully managed cloud data warehouse with separate storage and compute, now spanning AI and apps. Starburst: Commercial Trino platform: self-managed Starburst Enterprise and the Starburst Galaxy SaaS.

key differences

  • Snowflake is primarily a columnar / OLAP database; Starburst is relational.
  • Transactions: Snowflake offers full ACID; Starburst offers limited.
  • Only Snowflake has transactions, full-text search, vector search, change data capture, stored procedures.

choose snowflake for

  • +Enterprise data warehouse
  • +ELT pipelines with dbt
  • +Cross-company data sharing
  • +BI and reporting at scale

best at · Warehouse, OLAP, Lakehouse

choose starburst for

  • +Enterprise lakehouse on Iceberg
  • +Data mesh and data products
  • +Federated queries across on-prem and cloud
  • +Warehouse offload from Teradata or Netezza

best at · Lakehouse, OLAP, Warehouse

SnowflakeFully managed cloud data warehouse with separate storage and compute, now spanning AI and apps.
StarburstCommercial Trino platform: self-managed Starburst Enterprise and the Starburst Galaxy SaaS.
overview
Primary model
Columnar / OLAP
Relational
Also supports
Relational, Document, Vector, Spatial
Columnar / OLAP
Type
Managed service
Database engine
Status
Active
Active
Developer
Snowflake Inc.
Starburst Data
First release
2014
2017
Latest version
–
483-e (Oct 16, 2026)
License
ProprietaryProprietary
ProprietaryProprietary (on an Apache-2.0 Trino core)
Free tier
—
—
popularity
WhichDB Score
74.4
0.0
Rank
#7
#820
GitHub stars
–
–
Stack Overflow questions
12.2K
–
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
None
ACID
Full
Limited
Consistency
Strong
Strong
Schema
Flexible
Strict
Architecture
Distributed, Shared storage, Serverless
Distributed, Client server, Serverless
deployment
Self-hosted
—
✓
Vendor-managed cloud
✓
✓
Serverless
✓
✓
Embedded
—
—
Edge
—
—
Clouds
AWS, Azure, Google Cloud
AWS, Azure, Google Cloud
capabilities
Transactions
✓
—
Joins
✓
✓
Secondary indexes
—
—
Full-text search
✓
—
Vector search
✓
—
Geospatial
✓
✓
JSON
✓
✓
Change data capture
✓
—
Triggers
—
—
Stored procedures
✓
—
Materialized views
✓
✓
TTL / expiry
—
—
Pub/Sub
—
—
Columnar storage
✓
—
In-memory
—
—
Durable persistence
✓
—
Compression
✓
—
Encryption at rest
✓
✓
Role-based access
✓
✓
Time travel
✓
✓
Branching
✓
—
Online schema changes
✓
—
Streaming ingest
✓
—
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
SQL, Snowflake Scripting, Python (Snowpark), JavaScript
SQL (ANSI)
Client languages
Python, Java, JavaScript, Go, .NET, C, PHP
Java, Python, Go, JavaScript
Best for
Warehouse, OLAP, Lakehouse
Lakehouse, OLAP, Warehouse
Add more to this comparisonNot sure either fits? Try smart match

Snowflake vs Starburst: FAQ

What is the difference between Snowflake and Starburst?

Snowflake: Fully managed cloud data warehouse with separate storage and compute, now spanning AI and apps. Starburst: Commercial Trino platform: self-managed Starburst Enterprise and the Starburst Galaxy SaaS. Snowflake is primarily a columnar / OLAP database; Starburst is relational. Transactions: Snowflake offers full ACID; Starburst offers limited. Only Snowflake has transactions, full-text search, vector search, change data capture, stored procedures.

When should I choose Snowflake over Starburst?

Choose Snowflake for enterprise data warehouse, ELT pipelines with dbt and cross-company data sharing. Choose Starburst for enterprise lakehouse on Iceberg; data mesh and data products; and federated queries across on-prem and cloud.

Is Snowflake or Starburst more popular?

Snowflake ranks #7 on the WhichDB Score (74.4/100) and Starburst ranks #820 (0.0/100). Popularity is not fit: check the requirements that matter for your project.

Are Snowflake and Starburst open source?

No. Snowflake is proprietary, closed-source software. No. Starburst is proprietary, closed-source software.