Databricks
The lakehouse platform for data and AI
Ranked #5 in Best data science platforms, and on 3 more rankings.
A unified analytics platform powered by AI that manages lakehouse architectures, data engineering, and governance.
At a glance
| Price from | Custom |
| Best for | Enterprise scale data engineering and AI model training |
From Databricks's own website.
Company facts
| Founded | 2013 |
| Headquarters | San Francisco |
| Employees | 1,001 to 5,000 |
| Industry | Software industry |
| Social profiles | LinkedIn, X, YouTube |
Facilities and features
Its website also mentions:
- Published pricing
- Integrations
What stands out
The product builds reliable ETL pipelines for batch and streaming with Lakeflow.
“Build reliable ETL pipelines for batch and streaming with Lakeflow. Ingest, transform and orchestrate your data at scale with a unified solution.”Databricks, own website
The product enables business users to get instant insights using natural language without coding.
“Databricks Genie is a conversational analytics interface within the Databricks Data + AI Platform that enables business”Databricks, own website
Worth knowing
- Steep learning curve and expensive infrastructure costs
How it ranks
Databricks is ranked 5th of 10 in Best data science platforms (Lister Score 88.0), 6th of 10 in Enterprise data science platforms (Lister Score 88.0), 7th of 10 in Best data governance software (Lister Score 88.0) and 9th of 10 in Best data orchestration tools (Lister Score 88.0).
#5 in Best data science platforms · Lister Score 88.0
Databricks is a unified data and AI platform that runs analytical and operational workloads on one open foundation. It enables organisations to build BI and AI applications while streamlining data processes without adding complexity.
Builds reliable ETL pipelines for batch and streaming with Lakeflow.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“2026 Gartner® Magic Quadrant™ for Data Science and AI Platforms”Databricks, own website
| Rank | Best data science platforms | Score |
|---|---|---|
| 1 | Alteryx | 96.0 |
| 2 | Deepnote | 96.0 |
| 3 | Cloudera | 90.0 |
| 4 | Knime Analytics Platform | 90.0 |
| 5 | Databricks | 88.0 |
| 6 | mpds.io | 86.0 |
| 7 | Anaconda | 84.0 |
| 8 | Dataiku | 84.0 |
| 9 | H2O.ai | 80.0 |
| 10 | Hex | 78.0 |
#6 in Enterprise data science platforms · Lister Score 88.0
Databricks is a unified data and AI platform running analytical and operational workloads on one open foundation. It enables organisations to build BI and AI applications while streamlining data analysis.
Builds reliable ETL pipelines for batch and streaming with Lakeflow.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“Databricks is a unified data and AI platform that runs both analytical and operational workloads on one open, governed foundation.”Databricks, own website
“Databricks: Leading Data and AI Platform for Enterprises Skip to main content Login Why Databricks Discover For App Developers For Executives For Startups Lakehouse Architecture Databricks AI Research”Databricks, own website
| Rank | Enterprise data science platforms | Score |
|---|---|---|
| 1 | Alteryx | 94.0 |
| 2 | IOMETE | 92.0 |
| 3 | Qubole | 92.0 |
| 4 | Cloudera | 90.0 |
| 5 | Neo4j Graph Intelligence Platform | 90.0 |
| 6 | Databricks | 88.0 |
| 7 | mpds.io | 86.0 |
| 8 | Anaconda | 84.0 |
| 9 | Snowflake | 82.0 |
| 10 | H2O.ai | 80.0 |
#7 in Best data governance software · Lister Score 88.0
Databricks is a unified data and AI platform that runs analytical and operational workloads on one open foundation. It enables organisations to build BI and AI applications while streamlining data processes without adding complexity.
Builds reliable ETL pipelines for batch and streaming with Lakeflow.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“Governance Unified governance for all data, analytics and AI assets”Databricks, own website
| Rank | Best data governance software | Score |
|---|---|---|
| 1 | Talend | 98.0 |
| 2 | Blueway | 94.0 |
| 3 | Entropy Data | 94.0 |
| 4 | Informatica | 94.0 |
| 5 | Ataccama | 90.0 |
| 6 | Syncari | 90.0 |
| 7 | Databricks | 88.0 |
| 8 | Harbr Data | 88.0 |
| 9 | OneTrust | 88.0 |
| 10 | OvalEdge | 88.0 |
#9 in Best data orchestration tools · Lister Score 88.0
Databricks is a unified data and AI platform that runs analytical and operational workloads on one open foundation. It enables organisations to build BI and AI applications while streamlining data processes without adding complexity.
Builds reliable ETL pipelines for batch and streaming with Lakeflow.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 16; buying information on its own site 12.
“Data Engineering ETL and orchestration for batch and streaming data”Databricks, own website
| Rank | Best data orchestration tools | Score |
|---|---|---|
| 1 | HEVO | 100.0 |
| 2 | BladePipe | 96.0 |
| 3 | Etlworks | 96.0 |
| 4 | Estuary | 94.0 |
| 5 | Integrate.io | 94.0 |
| 6 | Matillion | 94.0 |
| 7 | Rivery | 94.0 |
| 8 | Weld | 94.0 |
| 9 | Databricks | 88.0 |
| 10 | Tower | 88.0 |
Frequently asked questions
How does Databricks rank on Lister?
Databricks is ranked 5th of 10 in Best data science platforms (Lister Score 88.0), 6th of 10 in Enterprise data science platforms (Lister Score 88.0), 7th of 10 in Best data governance software (Lister Score 88.0) and 9th of 10 in Best data orchestration tools (Lister Score 88.0).