Hortonworks Data Platform vs Databricks Comparison
Hortonworks Data Platform
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Hortonworks Data Platform (HDP) provides a versatile open-source framework for both distributed storage and processing of vast, multi-source datasets. Take advantage of HDP to deploy big data workloads easily and securel…
Databricks
Starting at $0.07
- Individuals
- Freelancers / Consultants
Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is designed to be flexible, reliable,…
Databricks leads on user satisfaction with a 4.1-star rating across 104 reviews.
Hortonworks Data Platform vs Databricks — at a glance
| Feature | Hortonworks Data Platform | Databricks |
|---|---|---|
| Rating | 4.0 / 5 | 4.1 / 5 |
| Reviews | 49 | 104 |
| Starting price | Contact for pricing | $0.07 |
| Free trial | No | No |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Individuals, Freelancers / Consultants, Large Enterprises |
| Category | Data Science and Machine Learning Platforms | Data Warehouse Software |
| Platforms | SaaS/Web/Cloud | SaaS/Web/Cloud |
| API | — | Available |
| Support modes | Online | Business Hours, Online |
| Certifications | — | SOC 2 |
| Data residency | Global | Global |
Key differences between Hortonworks Data Platform and Databricks
- Pricing: Databricks starts at $0.07. Hortonworks Data Platform pricing is not publicly listed.
- Target audience: Hortonworks Data Platform is built for Large Enterprises and Medium Business, while Databricks targets Individuals and Freelancers / Consultants.
- User satisfaction: Databricks scores higher with a 4.1-star average.
- Deployment: Hortonworks Data Platform supports SaaS/Web/Cloud; Databricks supports SaaS/Web/Cloud.
Hortonworks Data Platform vs Databricks — 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
Other options
Talk to an expert Talk to an expert | Talk to an expert Talk to an expert |
Biggest differences
Start here before you go deeper into features.
Best for scalable, customizable big data processing with hybrid cloud and GPU support.
- You need an open-source platform for distributed storage and processing of large datasets.
- Your team requires GPU acceleration for AI and data science workloads on Hadoop clusters.
- You want flexible deployment across hybrid and cloud environments with cloud storage integration.
- Your organization lacks dedicated technical expertise for complex setup and management.
- You prefer turnkey, out-of-the-box big data solutions with transparent pricing.
Individuals, Freelancers / Consultants, Large Enterprises
Hortonworks Data Platform typically suits Large Enterprises and Medium Business. Databricks tends to fit Individuals and Freelancers / Consultants better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | Hortonworks Data Platform (HDP) provides a versatile open-source framework for both distributed storage and processing of vast, multi-source datasets. Take advantage of HDP to deploy big ... Read More about Hortonworks Data Platform | Databricks provides an effective way to manage data warehouses and unify different kinds of analytics, data, and AI. All these are kept safe in a single secure location. The platform is ... Read More about Databricks |
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Entry Level Pricing |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Medium BusinessLarge Enterprises | — |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Hortonworks Data Platform and Databricks Compare on Features?
Total Features | 4 Features | 5 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Hortonworks Data Platform and Databricks 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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Pricing Page | Pricing information not available |  |
Other Details
Organization Types supported |
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Platforms Supported |
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Get help choosing | Get help choosing |
Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | — | ✓ Yes |
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HIPAA | — | ✗ No |
Data Residency | 🌐 Global | 🌐 Global |
Hortonworks Data Platform User Reviews & Rating Comparison
User Ratings | ||
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Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Overall positive sentiment highlights HDP's powerful capabilities and flexibility, tempered by concerns over complexity and limited pricing transparency. What buyers like
Common complaints
| Buyer sentiment Buyer sentiment is positive across 45 reviews, with strong overall satisfaction. |
Pros and Cons |
| No pros or cons available for this product |
Positive Reviews | No reviews available for the product | No reviews available for the product |
List of Customers
Customers | No Customers information available. |  Nielsen  Bechtel  Sevatec |
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Media and Screenshots
Videos |  3 Videos |  2 Videos |
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Top Alternatives to Hortonworks Data Platform and Databricks in 2026
Alternatives |
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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, Hortonworks Data Platform or Databricks?
- Databricks edges out the other on user ratings (4.1 vs 4.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Hortonworks Data Platform and Databricks offer a free trial?
- Neither Hortonworks Data Platform nor Databricks currently lists a free trial.
- What is the starting price of Hortonworks Data Platform vs Databricks?
- Hortonworks Data Platform starts at Contact for pricing. Databricks starts at $0.07.
- What are the top alternatives to Hortonworks Data Platform?
- Top alternatives to Hortonworks Data Platform include HarperDB Cloud, Qubole, Dagster Cloud, Qualified, Workvivo.
- What are the top alternatives to Databricks?
- Top alternatives to Databricks include Synapse, Snowflake, Qualified, Datascale, Workvivo.