BigML vs Cloudera DataFlow Comparison
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…
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…
BigML leads on user satisfaction with a 4.8-star rating across 20 reviews.
BigML vs Cloudera DataFlow — at a glance
| Feature | BigML | Cloudera DataFlow |
|---|---|---|
| Rating | 4.8 / 5 | 3.5 / 5 |
| Reviews | 20 | 3 |
| Starting price | $20 /Month | 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, Installed - Windows, Installed - Mac | SaaS/Web/Cloud, Installed - Windows |
| API | Available | — |
| Support modes | Online | Online |
| Certifications | SOC 2, GDPR | SOC 2 |
| Data residency | Global | Global |
Key differences between BigML and Cloudera DataFlow
- Pricing: BigML starts at $20 /Month. Cloudera DataFlow pricing is not publicly listed.
- User satisfaction: BigML scores higher with a 4.8-star average.
- Deployment: BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac; Cloudera DataFlow supports SaaS/Web/Cloud, Installed - Windows.
BigML 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
Other options
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BigML vs Cloudera DataFlow: Biggest differences
Start here before you go deeper into features.
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.
Large Enterprises, Medium Business, Small Business
BigML typically suits Large Enterprises and Medium 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 | 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 | 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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Entry Level Pricing |
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Free Trial Availability |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Small BusinessMedium Business | — |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do BigML and Cloudera DataFlow Compare on Features?
Total Features | 6 Features | 2 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare BigML 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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Pricing Page |  | Pricing information not available |
BigML vs Cloudera DataFlow: 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 |
BigML vs Cloudera DataFlow Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | ✓ Yes |
|---|---|---|
HIPAA | ✗ No | ✗ No |
GDPR | ✓ Yes | — |
ISO 27001 | ✗ No | — |
Single Sign-On (SSO) | ✓ Yes | — |
Multi-Factor Auth (MFA) | ✓ Yes | — |
Data Encryption | ✓ Yes | — |
Data Residency | 🌐 Global | 🌐 Global |
BigML User Reviews & Rating Comparison
User Ratings | ||
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Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | 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
| 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 |
Media and Screenshots
Screenshots |  3 Screenshots |  2 Screenshots |
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Videos |  3 Videos |  1 Videos |
Top Alternatives to BigML and Cloudera DataFlow 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, BigML or Cloudera DataFlow?
- BigML edges out the other on user ratings (4.8 vs 3.5). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do BigML and Cloudera DataFlow offer a free trial?
- Neither BigML nor Cloudera DataFlow currently lists a free trial.
- What is the starting price of BigML vs Cloudera DataFlow?
- BigML starts at $20 /Month. Cloudera DataFlow starts at Contact for pricing.
- 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.
- What are the top alternatives to Cloudera DataFlow?
- Top alternatives to Cloudera DataFlow include BigML, LinkedAI, Apache Beam, Kortical, Alibaba E-MapReduce.