Starburst Data Platform vs IBM watsonx.data

Starburst Data Platform8.7Visit IBM watsonx.data7.1Visit

Higher score Starburst Data Platform #3 in Data Lakehouse Platforms 8.7/10 Free plan · paid from $0.50 · 30-day trial Free plan✓ 4 of 4 features Visit Starburst

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IBM watsonx.data #8 in Data Lakehouse Platforms 7.1/10 From $1 ✓ 4 of 4 features Try IBM watsonx.data

• Starburst Data Platform fits best

  Trino-based lakehouse and federated analytics

• IBM watsonx.data fits best

  Hybrid lakehouse teams needing broad catalog support

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Side by side

Feature	Starburst Data Platform 8.7/10 Visit ↗	IBM watsonx.data 7.1/10 Visit ↗
At a glance
Editor score	8.7	7.1
Ranking	#3 in Data Lakehouse Platforms	#8 in Data Lakehouse Platforms
Best for	Trino-based lakehouse and federated analytics	Hybrid lakehouse teams needing broad catalog support
Pricing model	Free plan + paid	Paid
Starting price	Not published	Not published
Free plan	✓ (best)	—
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Live chat, Community, Docs, Tickets · 24/7	Tickets, Community, Docs
Integrations	50+ integrations	8 integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features Starburst Data Platform 4/4 · IBM watsonx.data 4/4
SQL analytics	✓	✓
ACID transactions	✓	✓
Streaming ingestion	✓	✓
Governance catalog	✓	✓
Specs
Storage model	Both	Both
Table format support	Both	Open
Our review
Pros	Federated querying across 50+ data sources Trino SQL with Apache Iceberg lakehouse tables Governance controls, compaction, and metadata discovery	Supports Presto, Spark, and Iceberg, Hive, Hudi and Delta Lake catalogs Provides ACID transactions, governance, access controls and lineage Runs across SaaS, BYOC, on-premises and self-hosted environments
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	No free plan is available Pricing varies by deployment, region and resource configuration Streaming ingestion is experimental and not recommended for production
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 →	IBM watsonx.data is an open, hybrid data lakehouse platform for organizations connecting, querying, governing and optimizing data across cloud, multicloud, SaaS, client-managed VPC and on-premises environments. It separates compute,… 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

• IBM watsonx.data — where it wins

  • Supports Presto, Spark, and Iceberg, Hive, Hudi and Delta Lake catalogs
  • Provides ACID transactions, governance, access controls and lineage
  • Runs across SaaS, BYOC, on-premises and self-hosted environments

  Where it doesn't

  • No free plan is available
  • Pricing varies by deployment, region and resource configuration
  • Streaming ingestion is experimental and not recommended for production

• Starburst Data Platform8.7/10 · Free plan · paid from $0.50 · 30-day trial

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

  Visit StarburstFull verdict →
• IBM watsonx.data7.1/10 · From $1

  A broad hybrid lakehouse for teams working across open catalogs, clouds and deployments.

  Try IBM watsonx.dataFull verdict →