DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
DataikuThe Platform for AI Success
Comparison · MLOps Platforms · weekly run Nov 2
Databricks vs Dataiku
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 8.5 for Dataiku, and ranks ahead in 90% of the answers that name both.
Choose Databricks if…
- You want the brand AI engines rank higher (46.2 vs 8.5)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Lakehouse architecture combining data warehousing with data lake flexibility
Choose Dataiku if…
- AI answers describe it more positively (48% vs 35% positive)
- You need ISO 27001:2022 or ISO 27701:2019 or SOC 1 Type II or HIPAA or GxP or GDPR coverage
- Bridges data scientists and business teams for collaboration
- End-to-end governance and operationalization
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Dataiku |
|---|---|---|
| Visibility score | 46.2% | 8.5% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #2 | #12 |
| Share of voice | 7.6% | 2.9% |
| Mentions this run | 51 | 20 |
| Positive in AI answers | 35% | 48% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Dataiku 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksDataiku
Head to head in AI answers
21 engine answers name both brands
19Databricks ranked higher
2Dataiku ranked higher
| Prompt | Engine | Databricks | Dataiku |
|---|---|---|---|
| What features matter most in an MLOps platform? | ChatGPT | #3 | #9 |
| What are the best MLOps Platforms tools in 2026? | ChatGPT | #1 | #10 |
| What are the best MLOps Platforms tools in 2026? | AI Mode | #1 | #8 |
| What are the best MLOps Platforms tools in 2026? | Perplexity | #1 | #10 |
| Best MLOps platform for enterprise | ChatGPT | #1 | #9 |
| Best MLOps platform for enterprise | AI Mode | #1 | #9 |
| Best MLOps platform for enterprise | Perplexity | #5 | #8 |
| Which MLOps platform has the best reviews? | ChatGPT | #1 | #5 |
| Compare the leading MLOps Platforms platforms | ChatGPT | #4 | #9 |
| Compare the leading MLOps Platforms platforms | AI Mode | #1 | #9 |
| Compare the leading MLOps Platforms platforms | Perplexity | #1 | #9 |
| Best MLOps platform with AI features | ChatGPT | #1 | #8 |
Features, pricing & fit
| Dimension | Databricks | Dataiku |
|---|---|---|
| Deployment | Available across all major cloud providers | Runs on the clouds, data platforms and models a customer already has |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | ISO 27001:2022, ISO 27701:2019, SOC 1 Type II, SOC 2 Type II, HIPAA, GxP, GDPR |
| Support | Technical support on request, Technical documentation | — |
| Founded | 2013 | 2013 |
| Headquarters | San Francisco, CA | New York City, NY |
| Employees | 5,000+ | 1,001–5,000 |
| Funding | Round at $60B valuation, including secondary sale | Series E · $600M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Large enterprises, including highly regulated ones, where business experts and IT need to build AI together under central governance |
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
Dataiku
- Bridges data scientists and business teams for collaboration
- End-to-end governance and operationalization
- Broad enterprise MLOps platform
- Best for enterprise collaboration and governance
- Steep platform fees that scale aggressively
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Dataiku”, https://slateindex.ai/compare/databricks-vs-dataiku, data of Nov 2, 2026. Licence: CC BY 4.0.