Databricks Lakehouse Platform vs Cloudera DataFlow Comparison
Databricks Lakehouse Platform
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Small Business
Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths of traditional data warehouses a…
Cloudera DataFlow
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Cloudera DataFlow is a powerful software solution that simplifies data management and optimisation. It allows rapid ingesting, modifying, curating and analysing of data for better insights and more immediate decisions. I…
Cloudera DataFlow leads on user satisfaction with a 3.5-star rating across 3 reviews.
Databricks Lakehouse Platform vs Cloudera DataFlow — at a glance
| Feature | Databricks Lakehouse Platform | Cloudera DataFlow |
|---|---|---|
| Rating | — | 3.5 / 5 |
| Reviews | — | 3 |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | Yes | No |
| Free version | No | No |
| Best for | Large Enterprises, Small Business, Medium Business | Large Enterprises, Medium Business, Small Business |
| Category | Data Science and Machine Learning Platforms | Data Science and Machine Learning Platforms |
| Platforms | Browser Based (Cloud) | SaaS/Web/Cloud, Installed - Windows |
| API | — | — |
| Support modes | Online | Online |
| Certifications | SOC 2, HIPAA, GDPR, ISO 27001 | SOC 2 |
| Data residency | Global | Global |
Key differences between Databricks Lakehouse Platform and Cloudera DataFlow
- Free trial: Databricks Lakehouse Platform offers a free trial; Cloudera DataFlow does not.
- Deployment: Databricks Lakehouse Platform supports Browser Based (Cloud); Cloudera DataFlow supports SaaS/Web/Cloud, Installed - Windows.
Databricks Lakehouse Platform vs Cloudera DataFlow — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Data Science and Machine Learning Platforms tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
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Databricks Lakehouse Platform vs Cloudera DataFlow: Biggest differences
Start here before you go deeper into features.
Best for large teams needing unified data lakes, warehouses, and AI capabilities.
- You require a single platform combining data engineering, analytics, and machine learning.
- Your team includes data scientists, engineers, and analysts collaborating on complex workflows.
- Your organization has 50+ employees with advanced data infrastructure needs and innovation goals.
- You are a small team with minimal data infrastructure or simple data tool needs.
- You need a straightforward, single-purpose data solution with low setup complexity.
Large Enterprises, Medium Business, Small Business
Databricks Lakehouse Platform typically suits Large Enterprises and Small Business. Cloudera DataFlow tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | Introducing the cutting-edge Databricks Lakehouse Platform, boasting the latest in data science and machine learning capabilities. This innovative platform seamlessly merges the strengths ... Read More about Databricks Lakehouse Platform | Cloudera DataFlow is a powerful software solution that simplifies data management and optimisation. It allows rapid ingesting, modifying, curating and analysing of data for better insights ... Read More about Cloudera DataFlow |
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Free Trial Availability |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | 51-500 employees500+ employees | — |
Get pricing help | Get pricing help |
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Demo |
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How do Databricks Lakehouse Platform and Cloudera DataFlow Compare on Features?
Total Features | 5 Features | 2 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Databricks Lakehouse Platform and Cloudera DataFlow on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Databricks Lakehouse Platform vs Cloudera DataFlow: Other Details
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Get help choosing | Get help choosing |
Databricks Lakehouse Platform vs Cloudera DataFlow Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | ✓ Yes |
|---|---|---|
HIPAA | ✓ Yes | ✗ No |
GDPR | ✓ Yes | — |
ISO 27001 | ✓ Yes | — |
Single Sign-On (SSO) | ✓ Yes | — |
Multi-Factor Auth (MFA) | ✓ Yes | — |
Data Encryption | ✓ Yes | — |
Audit Logs | ✓ Yes | — |
Data Residency | 🌐 Global | 🌐 Global |
Databricks Lakehouse Platform User Reviews & Rating Comparison
User Ratings | No reviews available for the product | |
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Rating Distribution | No reviews available for this product | |
Spotsaas Editor’s POV generated by AI | Buyer sentiment Insufficient user review data available to summarize buyer sentiment. | Buyer sentiment Buyer sentiment is mixed to positive across 3 reviews, with clear strengths and a few common watchouts. What buyers like
Common complaints
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Pros and Cons |
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Positive Reviews | No reviews available for the product | No reviews available for the product |
Databricks Lakehouse Platform and Cloudera DataFlow Customers
Customers |  T-Mobile  HSBC  H | No Customers information available. |
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Media and Screenshots
Screenshots |  1 Screenshots |  2 Screenshots |
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Videos |  1 Videos |  1 Videos |
Top Alternatives to Databricks Lakehouse Platform and Cloudera DataFlow in 2026
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Databricks Lakehouse Platform or Cloudera DataFlow?
- Cloudera DataFlow edges out the other on user ratings (3.5 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Databricks Lakehouse Platform and Cloudera DataFlow offer a free trial?
- Databricks Lakehouse Platform offers a free trial. Cloudera DataFlow does not.
- What is the starting price of Databricks Lakehouse Platform vs Cloudera DataFlow?
- Databricks Lakehouse Platform starts at Contact for pricing. Cloudera DataFlow starts at Contact for pricing.
- What are the top alternatives to Databricks Lakehouse Platform?
- Top alternatives to Databricks Lakehouse Platform include Dremio, Infor Data Lake, Oracle Data Science Cloud Service, Cloudera DataFlow, IBM Analytics Engine.
- What are the top alternatives to Cloudera DataFlow?
- Top alternatives to Cloudera DataFlow include BigML, LinkedAI, Apache Beam, Kortical, Alibaba E-MapReduce.