Hortonworks Data Platform vs BigML 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…
BigML
Starting at $20 /Month
- Large Enterprises
- Medium Business
BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is seamless to integrate, allowing…
BigML leads on user satisfaction with a 4.8-star rating across 20 reviews.
Hortonworks Data Platform vs BigML — at a glance
| Feature | Hortonworks Data Platform | BigML |
|---|---|---|
| Rating | 4.2 / 5 | 4.8 / 5 |
| Reviews | 10 | 20 |
| Starting price | Contact for pricing | $20 /Month |
| 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, Installed - Windows, Installed - Mac |
| API | — | Available |
| Support modes | Online | Online |
| Certifications | — | SOC 2, GDPR |
| Data residency | Global | Global |
Key differences between Hortonworks Data Platform and BigML
- Pricing: BigML starts at $20 /Month. Hortonworks Data Platform pricing is not publicly listed.
- User satisfaction: BigML scores higher with a 4.8-star average.
- Deployment: Hortonworks Data Platform supports SaaS/Web/Cloud; BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.
Hortonworks Data Platform vs BigML — 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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Hortonworks Data Platform vs BigML: 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.
Best for quick, easy predictive modeling with strong visualization and explainability.
- You need fast setup with intuitive web interface and REST APIs.
- Your team values interactive model visualization and explainability features.
- You are a small to medium business with data science or analyst expertise.
- Your organization lacks any data science expertise or resources.
- You require highly customized or proprietary machine learning algorithms.
Hortonworks Data Platform: Best for scalable, customizable big data processing with hybrid cloud and GPU support. BigML: Best for quick, easy predictive modeling with strong visualization and explainability.
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 | BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is ... Read More about BigML |
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Entry Level Pricing |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Medium BusinessLarge Enterprises | Small BusinessMedium Business |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Hortonworks Data Platform and BigML Compare on Features?
Total Features | 4 Features | 6 Features |
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Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Hortonworks Data Platform and BigML 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 |  |
Hortonworks Data Platform vs BigML: Other Details
Organization Types supported |
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Platforms Supported |
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API Support |
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Get help choosing | Get help choosing |
Hortonworks Data Platform vs BigML Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | — | ✓ Yes |
|---|---|---|
HIPAA | — | ✗ No |
GDPR | — | ✓ Yes |
ISO 27001 | — | ✗ No |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
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 Users generally praise BigML for its ease of use, quick setup, and strong visualization features, though some desire more advanced customization options. 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
Screenshots | No screenshots available. |  3 Screenshots |
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Videos |  3 Videos |  3 Videos |
Top Alternatives to Hortonworks Data Platform and BigML 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, Hortonworks Data Platform or BigML?
- BigML edges out the other on user ratings (4.8 vs 4.2). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Hortonworks Data Platform and BigML offer a free trial?
- Neither Hortonworks Data Platform nor BigML currently lists a free trial.
- What is the starting price of Hortonworks Data Platform vs BigML?
- Hortonworks Data Platform starts at Contact for pricing. BigML starts at $20 /Month.
- 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 BigML?
- Top alternatives to BigML include Amazon SageMaker, Exploratory, Saturn Cloud, Infor Data Lake, Oracle Data Science Cloud Service.