vioscale
Comparison

Databricks vs Delta Lake

No clear leader: Delta Lake (64.7) and Databricks (59.8) 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.

Databricks full profile →Delta Lake full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Databricks60
Delta Lake65
Score
Vioscale score
Databricks60 / 100low · 48%
Delta Lake65 / 100medium · 58%
Pricing
Free tier
Databricks✓
Delta Lake–
Model
Databrickscommercial
Delta Lakeopen_source
Price level
Databrickslow
Delta Lakefree
Transparent
Databricks✓
Delta Lake–
Integrations
Count
Databricks6
Delta Lake29
Security
Disclosure policy
Databricks✓
Delta Lake–
Scorecard
Databricks–
Delta Lake6.2
Vulnerabilities
Reliability
Status page
Databricks✓
Delta Lake–
Adoption
Dependent repos
Databricks–
Delta Lake152
Github stars
Databricks–
Delta Lake8,960
Package downloads weekly
Databricks–
Delta Lake8,577,014
Activity
Commits last 30d
Databricks–
Delta Lake100
Release
Cadence days
Databricks–
Delta Lake50
History
Databricks–
Delta Lake20 items
License
Spdx
Databricks–
Delta LakeApache-2.0
Language
Primary
Databricks–
Delta LakeScala
Market
Availability

Capabilities

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

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

What each one is

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

Databricks

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

Delta Lake

An open-source storage framework enabling lakehouse architecture with support for multiple compute engines including Spark, Flink, Trino, Snowflake, BigQuery, and others.

Independently observed

Pricing

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

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 ↗

Delta Lake

Open source
as of verify ↗

Platform & deployment

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

Platforms
Web
Databricks✓
Delta Lake–
Deployment
Cloud / SaaS
Databricks✓
Delta Lake✓
Self-hosted
Databricks✗
Delta Lake✓
On-premise
Databricks✗
Delta Lake✓

Integrations

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

Databricks

6 total
  • Teams
  • Slack
  • Confluence
  • Power Platform
  • Copilot Studio
  • Zerobus
Independently observed

Delta Lake

29 total
  • Apache Spark
  • Apache Flink
  • Apache Hive
  • Apache Pulsar
  • Apache Druid
  • ClickHouse
  • Trino
  • PrestoDB
  • StarRocks
  • RisingWave
  • Dagster
  • Hopsworks
  • MLflow
  • Kafka
  • AWS Athena
  • AWS EMR
  • AWS Glue
  • Azure Stream Analytics
  • Google BigQuery
  • Snowflake
  • Databricks
  • AWS Redshift
  • Microsoft Fabric
  • Power BI
  • +5 more
Independently observed

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