Best AetherLake Alternatives in 2026
Updated
20 tools from data lakehouse platforms ranked against AetherLake on the same published basis.
- 1AetherLake vs Oracle Autonomous AI Lakehouse
- 2AetherLake vs Starburst Galaxy
- 3AetherLake vs Starburst Data Platform
- 4AetherLake vs Amazon SageMaker Autopilot
- 5AetherLake vs Bauplan
- 6AetherLake vs LavaLake
- 7AetherLake vs Databricks Notebooks
- 8AetherLake vs IOMETE
- 9AetherLake vs Google Cloud Lakehouse for Apache Iceberg
- 10AetherLake vs Onehouse Cloud
- 11AetherLake vs Apache Hudi
- 12AetherLake vs Cloudera Data Lake Service
- 13AetherLake vs Qlik Talend Cloud
- 15AetherLake vs Datastrato Iceberg Lakehouse Platform
- 16AetherLake vs Hapi Data Lakehouse
- 17AetherLake vs Dremio
- 18AetherLake vs Qlik Open Lakehouse
- 19AetherLake vs Databricks Data Intelligence Platform
- 20AetherLake vs Tencent Big Data Suite
- 21AetherLake vs Alibaba Cloud OpenLake
AetherLake alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Oracle Autonomous AI Lakehouse | 7.6 | Free plan | Free | API, Linux, self-hosted, Web |
| 2 | Starburst Galaxy | 7.6 | Free plan | Free | API, Linux, Web |
| 3 | Starburst Data Platform | 7.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 4 | Amazon SageMaker Autopilot | 7.3 | No | — | API, Web |
| 5 | Bauplan | 7.3 | Free plan | $700/mo | API, Web |
| 6 | LavaLake | 7.3 | Free plan | €249/mo | API, self-hosted, Web |
| 7 | Databricks Notebooks | 7.1 | Free plan | Free | Web |
| 8 | IOMETE | 7.0 | Free plan | $41.67/mo | API, self-hosted, Web |
| 9 | Google Cloud Lakehouse for Apache Iceberg | 6.9 | No | — | Web |
| 10 | Onehouse Cloud | 6.9 | No | — | API, Web |
| 11 | Apache Hudi | 6.8 | Free plan | Free | Linux, self-hosted |
| 12 | Cloudera Data Lake Service | 6.6 | No | — | API, Web |
| 13 | Qlik Talend Cloud | 6.5 | No | — | Web |
| 15 | Datastrato Iceberg Lakehouse Platform | 6.4 | No | — | API, Linux, self-hosted |
| 16 | Hapi Data Lakehouse | 6.4 | No | — | API |
| 17 | Dremio | 6.3 | No | — | Web |
| 18 | Qlik Open Lakehouse | 6.2 | No | — | Web |
| 19 | Databricks Data Intelligence Platform | 6.1 | No | — | Web |
| 20 | Tencent Big Data Suite | 5.9 | No | — | Linux |
| 21 | Alibaba Cloud OpenLake | 5.8 | No | — | Web |
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Questions about AetherLake alternatives
What is the best alternative to AetherLake?
Oracle Autonomous AI Lakehouse, number 1 in data lakehouse platforms with a score of 7.6 out of 10. The others here: Starburst Galaxy, Starburst Data Platform, Amazon SageMaker Autopilot and 16 more.
What is the best free alternative to AetherLake?
Oracle Autonomous AI Lakehouse is the best-ranked alternative with a free plan. 8 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.