DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
DataRobotThe platform enterprises trust to build, operate, and govern their agents.
Comparison · MLOps Platforms · weekly run Nov 2
Databricks vs DataRobot
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Databricks is the stronger AI pick in MLOps Platforms: it has a visibility score of 46.2 versus 5.6 for DataRobot, and ranks ahead in 92% of the answers that name both.
Choose Databricks if…
- You want the brand AI engines rank higher (46.2 vs 5.6)
- AI answers describe it more positively (35% vs 27% positive)
- You need ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose DataRobot if…
- You need a self-hosted or on-premises option
- You need HIPAA coverage
- Automated machine learning (AutoML) capabilities
- Robust enterprise monitoring and governance features
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | DataRobot |
|---|---|---|
| Visibility score | 46.2% | 5.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #2 | #16 |
| Share of voice | 7.6% | 2.1% |
| Mentions this run | 51 | 14 |
| Positive in AI answers | 35% | 27% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · DataRobot 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksDataRobot
Head to head in AI answers
13 engine answers name both brands
12Databricks ranked higher
1DataRobot ranked higher
| Prompt | Engine | Databricks | DataRobot |
|---|---|---|---|
| What are the best MLOps Platforms tools in 2026? | AI Mode | #1 | #9 |
| Top MLOps platform options for B2B SaaS companies | ChatGPT | #1 | #9 |
| Compare the leading MLOps Platforms platforms | Perplexity | #1 | #11 |
| Best MLOps platform with AI features | ChatGPT | #1 | #11 |
| Which MLOps Platforms vendors do analysts recommend? | ChatGPT | #1 | #6 |
| Which MLOps Platforms vendors do analysts recommend? | AI Mode | #1 | #8 |
| Which MLOps Platforms vendors do analysts recommend? | Perplexity | #1 | #8 |
| Which MLOps platform offers a free trial? | Perplexity | #3 | #6 |
| What is the typical pricing model for MLOps Platforms software? | AI Mode | #4 | #10 |
| Official website of the top MLOps platform vendors | ChatGPT | #1 | #6 |
| Official website of the top MLOps platform vendors | AI Mode | #1 | #8 |
| Official website of the top MLOps platform vendors | Perplexity | #1 | #8 |
Features, pricing & fit
| Dimension | Databricks | DataRobot |
|---|---|---|
| Deployment | Available across all major cloud providers | Cloud, hybrid, on-premises, and air-gapped environments |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | ISO 27001, SOC 2 Type II, HIPAA |
| Support | Technical support on request, Technical documentation | Online documentation, Support center |
| Founded | 2013 | 2012 |
| Headquarters | San Francisco, CA | Boston, Massachusetts, USA |
| Employees | 5,000+ | 501–1,000 |
| Funding | Round at $60B valuation, including secondary sale | Corporate minority round (SBI Holdings) |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Large enterprises in regulated industries that need to take agentic AI from pilot into production. |
Pros and cons
Themes from the AI answers that mention each brand
Databricks
- Lakehouse architecture combining data warehousing with data lake flexibility
- Strong for machine learning, AI, and data engineering workloads
- Top customer satisfaction ratings alongside Snowflake
- Free trial and free Edition for learning
- Discounts for annual prepaid commitments
- Complex consumption-based pricing with no single fixed price
- Best only when ML, Spark, or Python skills are central to the team
DataRobot
- Automated machine learning (AutoML) capabilities
- Robust enterprise monitoring and governance features
- Good fit for governed AutoML in regulated industries
- Analyst-friendly workflows for business users
- Free trial available
- Steep platform fees that scale aggressively
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs DataRobot”, https://slateindex.ai/compare/databricks-vs-datarobot, data of Nov 2, 2026. Licence: CC BY 4.0.