Comparison

Apache Druid vs Databricks

On the evidence we track, Databricks leads this comparison with a composite score of 60/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Apache Druid full profile →Databricks full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

Apache Druid48

★Databricks60

Attribute comparison across 2 tools
Attribute	Apache Druid	DatabricksLeader
Vioscale score	48 / 100medium · 54%	60 / 100low · 48%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	commercial
Price levelpricing.price_level	free	low
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	2	6
Security
Disclosure policysecurity.disclosure_policy	-	✓
Scorecardsecurity.scorecard	7.4	-
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.druid%3Adruid-processing&per_page=100 · Last 12m: 0	-
Reliability
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	264	-
Github starsadoption.github_stars	14,045	-
Activity
Commits last 30dactivity.commits_last_30d	100	-
Release
Cadence daysrelease.cadence_days	61	-
Historyrelease.history	20 items	-
License
Spdxlicense.spdx	Apache-2.0	-
Language
Primarylanguage.primary	Java	-
Market
Availabilitymarket.availability	Available worldwide	Available worldwide · Popular in US

Score

Vioscale score

Apache Druid48 / 100medium · 54%

Databricks60 / 100low · 48%

Pricing

Free tier

Apache Druid✓

Databricks✓

Model

Apache Druidopen_source

Databrickscommercial

Price level

Apache Druidfree

Databrickslow

Transparent

Apache Druid✓

Databricks✓

Integrations

Count

Apache Druid2

Databricks6

Security

Disclosure policy

Apache Druid–

Databricks✓

Scorecard

Apache Druid7.4

Databricks–

Vulnerabilities

Apache DruidCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=maven&package_name=org.apache.druid%3Adruid-processing&per_page=100 · Last 12m: 0

Databricks–

Reliability

Status page

Apache Druid–

Databricks✓

Adoption

Dependent repos

Apache Druid264

Databricks–

Github stars

Apache Druid14,045

Databricks–

Activity

Commits last 30d

Apache Druid100

Databricks–

Release

Cadence days

Apache Druid61

Databricks–

History

Apache Druid20 items

Databricks–

License

Spdx

Apache DruidApache-2.0

Databricks–

Language

Primary

Apache DruidJava

Databricks–

Market

Availability

Apache DruidAvailable worldwide

DatabricksAvailable worldwide · Popular in US

Capabilities

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

Capability comparison for Data Warehouse Software
Capability	Apache Druid	Databricks
Deployment
Deployment	Self-hosted	Managed cloud
Architecture
Architecture	-	Separated storage/compute
Compute model	Clusters	Serverless
Query
SQL dialect	Vendor-specific	Vendor-specific
Federation / lakehouse query-in-place	-	-
Interoperability
Table-format support	-	Delta, Iceberg
Scale
Concurrency scaling	-	Automatic
Ingestion
Streaming ingest	✓	✓
Data model
Semi-structured (JSON/VARIANT)	-	First-class
Analytics
ML / in-DB functions	-	✓
Sharing
Data sharing / marketplace	-	✓
Licensing
Licence class	Permissive OSS	Proprietary

Deployment

Apache DruidSelf-hosted

DatabricksManaged cloud

Architecture

Apache Druid-

DatabricksSeparated storage/compute

Compute model

Apache DruidClusters

DatabricksServerless

Query

SQL dialect

Apache DruidVendor-specific

DatabricksVendor-specific

Federation / lakehouse query-in-place

Apache Druid-

Databricks-

Interoperability

Table-format support

Apache Druid-

DatabricksDelta, Iceberg

Scale

Concurrency scaling

Apache Druid-

DatabricksAutomatic

Ingestion

Streaming ingest

Apache Druid✓

Databricks✓

Data model

Semi-structured (JSON/VARIANT)

Apache Druid-

DatabricksFirst-class

Analytics

ML / in-DB functions

Apache Druid-

Databricks✓

Sharing

Data sharing / marketplace

Apache Druid-

Databricks✓

Licensing

Licence class

Apache DruidPermissive OSS

DatabricksProprietary

What each one is

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

Apache Druid

Apache Druid is an open source analytics database designed for fast queries and real-time data ingestion. It excels at powering UIs, running operational queries, and handling high concurrency.

Independently observed

Databricks

Leader

Databricks is a unified data, analytics, and AI platform for enterprises that combines data warehousing, machine learning, and AI agent capabilities through its lakehouse architecture and serverless Postgres offering (Lakebase).

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 Druid

Open sourceFree tier

Open source, free to use and deploy

as of 2026-08-13verify ↗

Databricks

Leader

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 2026-08-03verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	Apache Druid	Databricks
WebPlatforms	✓	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✗
On-premiseDeployment	✓	✗

Platforms

Web

Apache Druid✓

Databricks✓

Deployment

Cloud / SaaS

Apache Druid✗

Databricks✓

Self-hosted

Apache Druid✓

Databricks✗

On-premise

Apache Druid✓

Databricks✗

Integrations

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

Apache Druid

2 total

Apache Kafka
Amazon Kinesis

Independently observed

Databricks

Leader

6 total

Teams
Slack
Confluence
Power Platform
Copilot Studio
Zerobus

Independently observed

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