Hortonworks Data Platform vs Azure Machine Learning Studio 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…
Azure Machine Learning Studio
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Azure Machine Learning Studio offers unparalleled speed and agility to help enterprises quickly create, train, and deploy models. This MLOps service makes it easier than ever to collaborate as a team and get machine lear…
Azure Machine Learning Studio leads on user satisfaction with a 4.5-star rating across 28 reviews.
Hortonworks Data Platform vs Azure Machine Learning Studio — at a glance
| Feature | Hortonworks Data Platform | Azure Machine Learning Studio |
|---|---|---|
| Rating | 4.2 / 5 | 4.5 / 5 |
| Reviews | 10 | 28 |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | No | No |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business, Small Business |
| Category | Data Science and Machine Learning Platforms | Data Science and Machine Learning Platforms |
| Platforms | SaaS/Web/Cloud | SaaS/Web/Cloud |
| API | — | Available |
| Support modes | Online | Online |
| Data residency | Global | — |
Key differences between Hortonworks Data Platform and Azure Machine Learning Studio
- User satisfaction: Azure Machine Learning Studio scores higher with a 4.5-star average.
- Deployment: Hortonworks Data Platform supports SaaS/Web/Cloud; Azure Machine Learning Studio supports SaaS/Web/Cloud.
Hortonworks Data Platform vs Azure Machine Learning Studio — 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 |
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Hortonworks Data Platform vs Azure Machine Learning Studio: 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.
Large Enterprises, Medium Business, Small Business
Hortonworks Data Platform typically suits Large Enterprises and Medium Business. Azure Machine Learning Studio 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 | 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 | Azure Machine Learning Studio offers unparalleled speed and agility to help enterprises quickly create, train, and deploy models. This MLOps service makes it easier than ever to collaborate ... Read More about Azure Machine Learning Studio |
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Free Trial Availability |
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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 Azure Machine Learning Studio Compare on Features?
Total Features | 4 Features | 2 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Hortonworks Data Platform and Azure Machine Learning Studio 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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Hortonworks Data Platform vs Azure Machine Learning Studio: Other Details
Organization Types supported |
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API Support |
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Get help choosing | Get help choosing |
Hortonworks Data Platform vs Azure Machine Learning Studio Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
Data Residency | 🌐 Global | — |
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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 very strong across 38 reviews, with consistently positive feedback. 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 |
Media and Screenshots
Videos |  3 Videos |  1 Videos |
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Top Alternatives to Hortonworks Data Platform and Azure Machine Learning Studio 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 Azure Machine Learning Studio?
- Azure Machine Learning Studio edges out the other on user ratings (4.5 vs 4.2). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do Hortonworks Data Platform and Azure Machine Learning Studio offer a free trial?
- Neither Hortonworks Data Platform nor Azure Machine Learning Studio currently lists a free trial.
- What is the starting price of Hortonworks Data Platform vs Azure Machine Learning Studio?
- Hortonworks Data Platform starts at Contact for pricing. Azure Machine Learning Studio starts at Contact for pricing.
- What are the top alternatives to Hortonworks Data Platform?
- Top alternatives to Hortonworks Data Platform include Apache Beam, Amazon EMR, Infor Data Lake, BigML, Amazon SageMaker.
- What are the top alternatives to Azure Machine Learning Studio?
- Top alternatives to Azure Machine Learning Studio include Labelbox, Hortonworks Data Platform, Dremio, BasicAI, Google Cloud AI.