vioscaleAI
Comparison

Apache Hudi vs Databricks

No clear leader: Databricks (52.9) and Apache Hudi (51.4) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Apache Hudi full profile →Databricks full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Apache Hudi51
Databricks53
Score
vioscaleAI score
Apache Hudi51 / 100medium · 59%
Databricks53 / 100low · 47%
Pricing
Free tier
Apache Hudi✓
Databricks✓
Model
Apache Hudiopen_source
Databricksfree
Price level
Apache Hudifree
Databricksfree
Transparent
Apache Hudi–
Databricks✗
Integrations
Count
Apache Hudi12
Databricks14
Security
Disclosure policy
Apache Hudi–
Databricks✓
Scorecard
Apache Hudi6.4
Databricks–
Trust center
Vulnerabilities
Reliability
Status page
Apache Hudi–
Databricks✓
Adoption
Dependent repos
Apache Hudi358
Databricks–
Github stars
Apache Hudi6,318
Databricks–
Package downloads weekly
Apache Hudi5,524
Databricks–
Activity
Commits last 30d
Apache Hudi100
Databricks–
Release
Cadence days
Apache Hudi63
Databricks–
History
Apache Hudi20 items
Databricks–
License
Spdx
Apache HudiApache-2.0
Databricks–
Language
Primary
Apache HudiJava
Databricks–
Market
Availability
Apache Hudi–
DatabricksAvailable worldwide · Popular in US
Content
Faq
Apache Hudi6 items
Databricks6 items

Capabilities

Feature-by-feature on the axes that matter for data warehouse software. “-” means undocumented, not absent.

Deployment
Deployment
Apache HudiSelf-hosted
DatabricksManaged cloud
Architecture
Architecture
Apache HudiSeparated storage/compute
DatabricksSeparated storage/compute
Compute model
Apache Hudi-
DatabricksServerless
Query
SQL dialect
Apache Hudi-
DatabricksVendor-specific
Federation / lakehouse query-in-place
Apache Hudi✓
Databricks-
Interoperability
Table-format support
Apache HudiParquet with MOR support
DatabricksDelta, Iceberg
Scale
Concurrency scaling
Apache Hudi-
DatabricksAutomatic
Ingestion
Streaming ingest
Apache Hudi✓
Databricks✓
Data model
Semi-structured (JSON/VARIANT)
Apache HudiFunctional
DatabricksFirst-class
Analytics
ML / in-DB functions
Apache Hudi-
Databricks✓
Sharing
Data sharing / marketplace
Apache Hudi-
Databricks✓
Licensing
Licence class
Apache HudiPermissive OSS
DatabricksProprietary

What each one is

The product in its own terms, so the numbers below have context.

Apache Hudi

An open data lakehouse platform that enables ACID transactions and incremental processing on data lakes across cloud environments, providing tools for data ingestion, management, and query.

Independently observed

Databricks

An integrated data and AI platform built on open formats that merges transactional reliability with analytics and machine learning capabilities, enabling organizations to manage data, models, and AI applications together without vendor lock-in.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Apache Hudi

Open sourceFree tier
as of verify ↗

Databricks

from $0.07/moUsage-basedFree tier

Pay-as-you-go usage-based pricing from $0.069 / DBU or CU per second. Committed Use Contracts available for volume discounts. Free tier available.

  • Data EngineeringFrom $0.15 / DBU per second
    • Orchestrate data processing
    • Build streaming and batch pipelines
    • Ingest data from multiple sources
  • Data WarehousingFrom $0.22 / DBU per second
    • SQL analytics
    • BI reporting
    • Available in Classic and Serverless compute
  • Interactive WorkloadsFrom $0.40 / DBU per second
    • Data science workloads
    • Build custom applications
    • Security and governance
  • Operational DatabaseFrom $0.069 / CU per second
    • Postgres database
    • Data and feature serving
  • Artificial IntelligenceFrom $0.07 / DBU per second
    • GenAI applications
    • Model Serving
    • AI Functions
    • Model Training
  • GenieFree
    • Natural language Q&A
    • AI Coding Assistant
    • Enterprise Knowledge access
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Apache Hudi✗
Databricks✓
Android
Apache Hudi✗
Databricks✓
CLI
Apache Hudi✓
Databricks✗
Deployment
Cloud / SaaS
Apache Hudi✓
Databricks✓
Self-hosted
Apache Hudi✓
Databricks✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)
  • Apache Spark
  • Trino

Apache Hudi

17 total - 15 not shared
  • AWS Glue
  • Apache Flink
  • Presto
  • Apache Hive
  • Apicurio Registry
  • Apache Kafka
  • Apache Hive Metastore
  • Google BigQuery
  • Apache XTable
  • Amazon Athena
  • Kafka
  • Debezium
  • Hive Metastore
  • DuckDB
  • Iceberg
Independently observed

Databricks

22 total - 20 not shared
  • Teams
  • Slack
  • Confluence
  • Power Platform
  • Copilot Studio
  • Zerobus
  • Microsoft Power Platform
  • Microsoft Teams
  • MLflow
  • Delta Lake
  • Apache Iceberg
  • Unity Catalog
  • Lakeflow
  • Databricks SQL
  • Databricks Genie
  • Lakebase
  • dbt
  • LangChain
  • PyTorch
  • DSPy
Independently observed
Still deciding?

Apache Hudi or Databricks: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.