vioscale
Comparison

Apache Doris 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 Doris full profile →Databricks full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Apache Doris51
★Databricks60
Score
Vioscale score
Apache Doris51 / 100low · 31%updating
Databricks60 / 100low · 48%updating
Pricing
Free tier
Apache Doris✓
Databricks✓
Model
Apache Doriscommercial
Databrickscommercial
Price level
Apache Dorisfree
Databrickslow
Transparent
Apache Doris–
Databricks✓
Integrations
Count
Apache Doris–
Databricks6
Security
Disclosure policy
Apache Doris–
Databricks✓
Vulnerabilities
Reliability
Status page
Apache Doris–
Databricks✓
Adoption
Dependent repos
Apache Doris1
Databricks–
Github stars
Apache Doris15,817
Databricks–
Activity
Commits last 30d
Apache Doris100
Databricks–
Release
Cadence days
Apache Doris18
Databricks–
History
Apache Doris20 items
Databricks–
License
Spdx
Apache DorisApache-2.0
Databricks–
Language
Primary
Apache DorisC++
Databricks–
Market
Availability
Apache Doris–
DatabricksAvailable worldwide · Popular in US

Capabilities

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

Deployment
Deployment
Apache DorisHybrid
DatabricksManaged cloud
Architecture
Architecture
Apache DorisCoupled MPP
DatabricksSeparated storage/compute
Compute model
Apache DorisClusters
DatabricksServerless
Query
SQL dialect
Apache Doris-
DatabricksVendor-specific
Federation / lakehouse query-in-place
Apache Doris-
Databricks-
Interoperability
Table-format support
Apache Doris-
DatabricksDelta, Iceberg
Scale
Concurrency scaling
Apache Doris-
DatabricksAutomatic
Ingestion
Streaming ingest
Apache Doris✓
Databricks✓
Data model
Semi-structured (JSON/VARIANT)
Apache DorisFirst-class
DatabricksFirst-class
Analytics
ML / in-DB functions
Apache Doris-
Databricks✓
Sharing
Data sharing / marketplace
Apache Doris-
Databricks✓
Licensing
Licence class
Apache Doris-
DatabricksProprietary

What each one is

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

Apache Doris

Apache Doris is an open-source, real-time database for modern analytics and AI. Run it shared-nothing on bare metal, or disaggregated on cloud object storage.

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 Doris

Open sourceFree tier

Open source, free

as of verify ↗

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 verify ↗

Platform & deployment

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

Platforms
Web
Apache Doris–
Databricks✓
Deployment
Cloud / SaaS
Apache Doris✓
Databricks✓
Self-hosted
Apache Doris✓
Databricks✗

Integrations

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

Apache Doris

Not documented yet.

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.