Databricks Data Intelligence Platform vs Apache Hudi

Databricks Data Intelligence Platform9.4Visit Apache Hudi8.6Visit

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

Apache Hudi #5 in Data Lakehouse Platforms 8.6/10 Open source ✓ 4 of 4 features Visit Apache Hudi

• Databricks Data Intelligence Platform fits best

  Broad enterprise lakehouse and AI workloads

• Apache Hudi fits best

  Open-source streaming and CDC lakehouses

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Side by side

Feature	Databricks Data Intelligence Platform 9.4/10 Visit ↗	Apache Hudi 8.6/10 Visit ↗
At a glance
Editor score	9.4	8.6
Ranking	#1 in Data Lakehouse Platforms	#5 in Data Lakehouse Platforms
Best for	Broad enterprise lakehouse and AI workloads	Open-source streaming and CDC lakehouses
Pricing model	Free plan + paid	Free
Starting price	Free plan · 14-day trial	Open source
Free plan	✓ (best)	Not checked yet
Free trial	14 days	—
Deployment	Cloud	Self-hosted
Support	Docs, Community	Community, Docs
Integrations	8 integrations	20 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features Databricks Data Intelligence Platform 4/4 · Apache Hudi 4/4
SQL analytics	✓	✓
ACID transactions	✓	✓
Streaming ingestion	✓	✓
Governance catalog	✓	✓
Specs
Storage model	Both	External
Table format support	Both	Both
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	ACID tables with upserts, deletes, CDC, and time travel Supports Spark SQL, Flink SQL, streaming, and batch pipelines Integrates with Kafka, databases, cloud storage, and catalogs
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	Requires self-hosted deployment and operational ownership External storage architecture adds infrastructure decisions Copy-on-Write and Merge-on-Read require table design choices
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 →	Apache Hudi is an open-source, self-hosted data lakehouse platform for teams building streaming, CDC, incremental, and batch data pipelines. It adds transactional tables with ACID guarantees, updates, deletes, change capture, indexing, and… 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

• Apache Hudi — where it wins

  • ACID tables with upserts, deletes, CDC, and time travel
  • Supports Spark SQL, Flink SQL, streaming, and batch pipelines
  • Integrates with Kafka, databases, cloud storage, and catalogs

  Where it doesn't

  • Requires self-hosted deployment and operational ownership
  • External storage architecture adds infrastructure decisions
  • Copy-on-Write and Merge-on-Read require table design choices

• 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 →
• Apache Hudi8.6/10 · Open source

  A strong self-hosted choice for streaming, CDC, and mutable lakehouse tables.

  Visit Apache HudiFull verdict →