Best Datastrato Iceberg Lakehouse Platform Alternatives in 2026
15 data lakehouse platforms our editors would look at instead of Datastrato Iceberg Lakehouse Platform, in our ranking order.
Datastrato Iceberg Lakehouse Platform: A governed, open-source lakehouse foundation for multi-catalog Iceberg environments. Where it falls short: pricing requires a sales conversation.
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Databricks Data Intelligence Platform not yet scored
Best forBroad enterprise lakehouse and AI workloads
A broad lakehouse platform for engineering, analytics, streaming, machine learning, and AI.
- ACID transactions
—not yet scoredVisit Databricks -
Best forFederated SQL across diverse data estates
A flexible lakehouse for querying diverse data estates across cloud and self-hosted environments.
- ACID transactions
9.0/10★★★★☆Visit Dremio -
Best forTrino-based lakehouse and federated analytics
A broad Trino-based lakehouse for federated SQL, ingestion, and governed analytics.
- ACID transactions
10.0/10★★★★★Visit Starburst -
Best forManaged federated SQL with enterprise identity controls
A managed Trino-based lakehouse platform for federated SQL and governed analytics.
- ACID transactions
10.0/10★★★★★Try Starburst Galaxy -
Apache Hudi not yet scored
Best forOpen-source streaming and CDC lakehouses
A strong self-hosted choice for streaming, CDC, and mutable lakehouse tables.
- ACID transactions
—not yet scoredVisit Apache Hudi -
Best forManaged Iceberg on Google Cloud
A managed Iceberg lakehouse for Google Cloud teams using BigQuery and open engines.
- ACID transactions
8.0/10★★★★☆Visit Google Cloud -
Best forHybrid enterprise Iceberg deployments
A broad Iceberg lakehouse for hybrid enterprises that need governance, SQL, streaming, and ML.
- ACID transactions
7.8/10★★★★☆Visit Cloudera -
Onehouse Cloud not yet scored
Best forOpen-format lakehouse optimization and CDC
A flexible open-format lakehouse for teams combining Spark, SQL, streaming, and CDC.
- ACID transactions
—not yet scoredVisit Onehouse Cloud -
Best forHybrid lakehouse teams needing broad catalog support
A broad hybrid lakehouse for teams working across open catalogs, clouds and deployments.
- ACID transactions
8.0/10★★★★☆Try IBM watsonx.data -
Amazon SageMaker Lakehouse not yet scored
Best forAWS users unifying S3 and Redshift
A governed AWS lakehouse connecting S3, Redshift, open table formats, and analytics engines.
- ACID transactions
—not yet scoredVisit AWS -
Best forLow-cost Spark and Iceberg platform users
A low-cost Spark and Iceberg option with broad governance, streaming, and BI connectivity.
- ACID transactions
9.0/10★★★★☆Visit IOMETE -
Microsoft Fabric Notebooks not yet scored
Best forNotebook-centric Microsoft Fabric teams
A notebook-centered Fabric workspace for Spark workflows, lakehouse access, and ML operations.
- ACID transactions
—not yet scoredVisit site -
Best forTeams building versioned Python and SQL pipelines
A focused lakehouse for teams that want Git-style control over Python and SQL pipelines.
- ACID transactions
10.0/10★★★★★Visit Bauplan -
Best forEnterprise ingestion and Iceberg replication
A broad enterprise lakehouse option for ingestion, Iceberg operations, and governance.
- ACID transactions
7.0/10★★★★☆Visit Qlik -
Oracle Autonomous AI Lakehouse not yet scored
Best forOracle-centric Iceberg analytics and AI
A broad Oracle lakehouse for Iceberg SQL, catalogs, acceleration, AI, and analytics.
—not yet scoredVisit Oracle
Datastrato Iceberg Lakehouse Platform Alternatives: Common Questions
What is the best alternative to Datastrato Iceberg Lakehouse Platform?
Dremio: #2 in our Data Lakehouse Platforms ranking, with an editor score of 9.0 out of 10. A flexible lakehouse for querying diverse data estates across cloud and self-hosted environments.
Is there a free alternative to Datastrato Iceberg Lakehouse Platform?
Yes. Databricks Data Intelligence Platform, Dremio, Starburst Data Platform, Starburst Galaxy and Apache Hudi have a free plan or a free tier (8 of the 15 alternatives on this page).
Datastrato Iceberg Lakehouse Platform vs Each Alternative
| # | Tool | Free plan | Paid from | Storage model | SQL analytics | ACID transactions | Table format support | Score |
|---|---|---|---|---|---|---|---|---|
| not scored | Datastrato Iceberg Lakehouse Platform | — | — | External | Yes | Yes | Open | — |
| not scored | Databricks Data Intelligence Platform | Yes | — | Both | Yes | Yes | Both | — |
| 2 | Dremio | Yes | — | Both | Yes | Yes | Open | 9.0 |
| 3 | Starburst Data Platform | Yes | — | Both | Yes | Yes | Both | 10.0 |
| 4 | Starburst Galaxy | Yes | — | Both | Yes | Yes | Open | 10.0 |
| not scored | Apache Hudi | — | None | External | Yes | Yes | Both | — |
| 6 | Google Cloud Lakehouse for Apache Iceberg | No | — | Both | Yes | Yes | Both | 8.0 |
| 7 | Cloudera Open Data Lakehouse | No | — | Both | Yes | Yes | Open | 7.8 |
| not scored | Onehouse Cloud | — | — | Both | Yes | Yes | Both | — |
| 9 | IBM watsonx.data | No | — | Both | Yes | Yes | Open | 8.0 |
| not scored | Amazon SageMaker Lakehouse | No | — | Both | Yes | Yes | Open | — |
| 12 | IOMETE | Yes | — | External | Yes | Yes | Open | 9.0 |
| not scored | Microsoft Fabric Notebooks | Yes | — | Both | Yes | Yes | Open | — |
| 14 | Bauplan | Yes | $700/mo | External | Yes | Yes | Open | 10.0 |
| 15 | Qlik Open Lakehouse | No | — | External | Yes | Yes | Open | 7.0 |
| not scored | Oracle Autonomous AI Lakehouse | — | — | Both | Yes | — | Both | — |
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026