Starburst Data Platform vs Onehouse Cloud

Starburst Data Platform8.9Visit Onehouse Cloud8.3Visit

Higher score Starburst Data Platform #3 in Data Lakehouse Platforms 8.9/10 Free plan · 30-day trial Free planFree trial✓ 4 of 4 features Visit Starburst

vs

Onehouse Cloud #8 in Data Lakehouse Platforms 8.3/10 Paid ✓ 4 of 4 features Visit Onehouse Cloud

• Starburst Data Platform fits best

  Trino-based lakehouse and federated analytics

• Onehouse Cloud fits best

  Open-format lakehouse optimization and CDC

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Side by side

Feature	Starburst Data Platform 8.9/10 Visit ↗	Onehouse Cloud 8.3/10 Visit ↗
At a glance
Editor score	8.9	8.3
Ranking	#3 in Data Lakehouse Platforms	#8 in Data Lakehouse Platforms
Best for	Trino-based lakehouse and federated analytics	Open-format lakehouse optimization and CDC
Pricing model	Free plan + paid	Paid
Starting price	$0.50/unit usage-based	Not checked yet
Free plan	✓ (best)	Not checked yet
Free trial	30 days	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Live chat, Community, Docs, Tickets · 24/7	Email, Docs
Compliance	SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML	SOC 2, PCI DSS
Integrations	50+ integrations	12 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Starburst Data Platform 4/4 · Onehouse Cloud 4/4
SQL analytics	✓	✓
ACID transactions	✓	✓
Streaming ingestion	✓	✓
Governance catalog	✓	✓
Specs
Storage model	Both	Both
Table format support	Both	Both
Our review
Pros	Federated querying across 50+ data sources Trino SQL with Apache Iceberg lakehouse tables Governance controls, compaction, and metadata discovery	Supports Apache Hudi, Apache Iceberg, and Delta Lake Combines SQL, Spark, streaming, and database CDC pipelines Synchronizes external catalogs and access controls
Cons	Usage-based pricing varies by tier, provider, and region Free is limited to 3 clusters and standard execution Advanced governance and support require higher tiers	Customers pay their own cloud infrastructure costs Requires a customer virtual private cloud deployment Founded in 2021, with a shorter operating history
Our verdict	Starburst Data Platform brings SQL analytics, federation, ingestion, governance, and data sharing into one lakehouse platform. It is designed for teams working across cloud, on-premises, and hybrid environments, with Starburst Galaxy as a… Read the review →	Onehouse Cloud is a managed data lakehouse platform for data engineering, analytics, artificial intelligence, and machine-learning workloads. It runs in the customer's virtual private cloud and supports ingestion from streaming, database,… Read the review →

Strengths and trade-offs

• Starburst Data Platform — where it wins

  • Federated querying across 50+ data sources
  • Trino SQL with Apache Iceberg lakehouse tables
  • Governance controls, compaction, and metadata discovery

  Where it doesn't

  • Usage-based pricing varies by tier, provider, and region
  • Free is limited to 3 clusters and standard execution
  • Advanced governance and support require higher tiers

• Onehouse Cloud — where it wins

  • Supports Apache Hudi, Apache Iceberg, and Delta Lake
  • Combines SQL, Spark, streaming, and database CDC pipelines
  • Synchronizes external catalogs and access controls

  Where it doesn't

  • Customers pay their own cloud infrastructure costs
  • Requires a customer virtual private cloud deployment
  • Founded in 2021, with a shorter operating history

• Starburst Data Platform8.9/10 · Free plan · 30-day trial

  A broad Trino-based lakehouse for federated SQL, ingestion, and governed analytics.

  Visit StarburstFull verdict →
• Onehouse Cloud8.3/10 · Paid

  A flexible open-format lakehouse for teams combining Spark, SQL, streaming, and CDC.

  Visit Onehouse CloudFull verdict →