DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
Domino Data LabThe enterprise AI platform to build, scale, and govern AI-powered applications
Comparison · MLOps Platforms · weekly run Nov 2
Databricks vs Domino Data Lab
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 Domino Data Lab, and ranks ahead in 100% of the answers that name both.
Choose Databricks if…
- You want the brand AI engines rank higher (46.2 vs 5.6)
- You need ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 2 Type II or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Lakehouse architecture combining data warehousing with data lake flexibility
Choose Domino Data Lab if…
- You need a self-hosted or on-premises option
- You need ISO 9001 or SOC 2 or HIPAA or GDPR coverage
- Reproducible development environments
- Centralized governance and lifecycle policy enforcement
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Domino Data Lab |
|---|---|---|
| Visibility score | 46.2% | 5.6% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #2 | #15 |
| Share of voice | 7.6% | 2.5% |
| Mentions this run | 51 | 17 |
| Positive in AI answers | 35% | 35% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Domino Data Lab 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksDomino Data Lab
Head to head in AI answers
16 engine answers name both brands
16Databricks ranked higher
0Domino Data Lab ranked higher
| Prompt | Engine | Databricks | Domino Data Lab |
|---|---|---|---|
| What are the best MLOps Platforms tools in 2026? | ChatGPT | #1 | #11 |
| What are the best MLOps Platforms tools in 2026? | AI Mode | #1 | #7 |
| What are the best MLOps Platforms tools in 2026? | Perplexity | #1 | #11 |
| Top MLOps platform options for B2B SaaS companies | ChatGPT | #1 | #8 |
| Best MLOps platform for enterprise | ChatGPT | #1 | #8 |
| Best MLOps platform for enterprise | AI Mode | #1 | #8 |
| Best MLOps platform for enterprise | Perplexity | #5 | #7 |
| Compare the leading MLOps Platforms platforms | ChatGPT | #4 | #10 |
| Compare the leading MLOps Platforms platforms | Perplexity | #1 | #10 |
| Best MLOps platform with AI features | ChatGPT | #1 | #10 |
| Which MLOps Platforms vendors do analysts recommend? | ChatGPT | #1 | #7 |
| Which MLOps Platforms vendors do analysts recommend? | AI Mode | #1 | #9 |
Features, pricing & fit
| Dimension | Databricks | Domino Data Lab |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | Available across all major cloud providers | Single-tenant managed SaaS (Domino Cloud), or self-managed in the customer's VPC or on-premises, with hybrid and multicloud operation via Domino Nexus. Runs on Kubernetes. |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | ISO 27001, ISO 9001, SOC 2, HIPAA, GDPR |
| Support | Technical support on request, Technical documentation | Premium support with 2 business day response for non-urgent issues and 2 hour response for urgent issues, Enterprise support with 1 business day response for non-urgent issues and 1 hour response for urgent issues, Designated customer success manager on Enterprise plans, Security team available 24/7 for enterprise customers |
| Founded | 2013 | 2013 |
| Headquarters | San Francisco, CA | San Francisco, CA |
| Employees | 5,000+ | 201–500 |
| Funding | Round at $60B valuation, including secondary sale | Strategic equity investment from UBS · $228M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Large enterprises in regulated industries such as life sciences, financial services and the public sector, especially code-first data science teams. |
Plans side by side
Databricks
Pricing not available.
Domino Data Lab
Domino CloudCustomsubscription
PremiumCustomsubscription
EnterpriseCustomsubscription
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
Domino Data Lab
- Reproducible development environments
- Centralized governance and lifecycle policy enforcement
- Suited to collaborative, governed enterprise data science at scale
- Analyst recognition, such as a Gartner Visionary placement
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Domino Data Lab”, https://slateindex.ai/compare/databricks-vs-domino-data-lab, data of Nov 2, 2026. Licence: CC BY 4.0.