Databricks Data Intelligence Platform vs AetherLake

Databricks Data Intelligence Platform9.4Visit AAetherLake7.3Visit

Higher score Databricks Data Intelligence Platform #1 in Data Lakehouse Platforms 9.4/10 Free plan · 14-day trial Free planFree trial✓ 4 of 4 features Visit Databricks

vs

A AetherLake #18 in Data Lakehouse Platforms 7.3/10 Free plan Free plan✓ 3 of 4 features Visit AetherLake

• Databricks Data Intelligence Platform fits best

  Broad enterprise lakehouse and AI workloads

• AetherLake fits best

  Open-source end-to-end lakehouse stacks

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature	Databricks Data Intelligence Platform 9.4/10 Visit ↗	AAetherLake 7.3/10 Visit ↗
At a glance
Editor score	9.4	7.3
Ranking	#1 in Data Lakehouse Platforms	#18 in Data Lakehouse Platforms
Best for	Broad enterprise lakehouse and AI workloads	Open-source end-to-end lakehouse stacks
Pricing model	Free plan + paid	Free
Starting price	Free plan · 14-day trial	Free plan
Free plan	✓	✓
Free trial	14 days	—
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Docs, Community	Docs
Compliance	GDPR, HIPAA, PCI DSS, SSO/SAML, 2FA	SSO/SAML
Integrations	8 integrations	15 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Databricks Data Intelligence Platform 4/4 · AetherLake 3/4
SQL analytics	✓	✓
ACID transactions	✓ (best)	Not checked yet
Streaming ingestion	✓	✓
Governance catalog	✓	✓
Specs
Storage model	Both	Both
Table format support	Both	Open
Our review
Pros	Combines Delta Lake storage, SQL, batch, streaming, and ETL Unity Catalog supports data and AI governance Connects with Power BI, Tableau, Kafka, dbt Cloud, and Fivetran	Covers storage, cataloging, SQL, streaming, orchestration, BI, and identity Supports MinIO, Amazon S3, and Azure Data Lake Storage Gen2 Includes a web control panel with SSO and role-based access control
Cons	Usage-based pricing varies by cloud, region, product, and contract Its broad feature set may exceed the needs of narrow workloads Paid costs are not represented by a single fixed monthly plan	Kubernetes and Helm are central to deployment and operations The broad component set creates a substantial operating scope BUSL-1.1 restricts commercial hosted or managed offerings
Our verdict	Databricks Data Intelligence Platform brings data engineering, SQL analytics, machine learning, AI applications, and governance into a cloud platform. It is designed for organizations that need to ingest and transform data, query lakehouse… Read the review →	AetherLake is an open-source, Kubernetes-native data lakehouse platform for teams that want to deploy and operate a modular stack rather than assemble each service independently. It combines S3-compatible storage through MinIO or cloud… Read the review →

Strengths and trade-offs

• Databricks Data Intelligence Platform — where it wins

  • Combines Delta Lake storage, SQL, batch, streaming, and ETL
  • Unity Catalog supports data and AI governance
  • Connects with Power BI, Tableau, Kafka, dbt Cloud, and Fivetran

  Where it doesn't

  • Usage-based pricing varies by cloud, region, product, and contract
  • Its broad feature set may exceed the needs of narrow workloads
  • Paid costs are not represented by a single fixed monthly plan

• AetherLake — where it wins

  • Covers storage, cataloging, SQL, streaming, orchestration, BI, and identity
  • Supports MinIO, Amazon S3, and Azure Data Lake Storage Gen2
  • Includes a web control panel with SSO and role-based access control

  Where it doesn't

  • Kubernetes and Helm are central to deployment and operations
  • The broad component set creates a substantial operating scope
  • BUSL-1.1 restricts commercial hosted or managed offerings

• Databricks Data Intelligence Platform9.4/10 · Free plan · 14-day trial

  A broad lakehouse platform for engineering, analytics, streaming, machine learning, and AI.

  Visit DatabricksFull verdict →
• AAetherLake7.3/10 · Free plan

  A broad open-source lakehouse stack for teams operating on Kubernetes.

  Visit AetherLakeFull verdict →