Dremio vs Azure Machine Learning Studio Comparison
Dremio
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Dremio is a cutting-edge SQL lakehouse platform that empowers businesses with self-service and interactive analytics. It eliminates the complexity and high costs of data pipelines, allowing for smooth movement and storag…
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…
Dremio leads on user satisfaction with a 4.7-star rating across 42 reviews.
Dremio vs Azure Machine Learning Studio — at a glance
| Feature | Dremio | Azure Machine Learning Studio |
|---|---|---|
| Rating | 4.7 / 5 | 4.5 / 5 |
| Reviews | 42 | 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 |
| Certifications | SOC 2, HIPAA, GDPR | — |
| Data residency | Global | — |
Key differences between Dremio and Azure Machine Learning Studio
- User satisfaction: Dremio scores higher with a 4.7-star average.
- Deployment: Dremio supports SaaS/Web/Cloud; Azure Machine Learning Studio supports SaaS/Web/Cloud.
Dremio 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
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Dremio vs Azure Machine Learning Studio: Biggest differences
Start here before you go deeper into features.
Best for fast, self-service SQL analytics on enterprise data lakes.
- You need lightning-fast query performance without redundant data copies.
- Your team includes data engineers or BI analysts requiring flexible data marts.
- You want easy configuration of multiple data sources with virtual datasets.
- Your organization lacks dedicated data teams or technical expertise.
- You require extensive third-party app integrations beyond Dremio’s limited marketplace.
Large Enterprises, Medium Business, Small Business
Dremio 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 | Dremio is a cutting-edge SQL lakehouse platform that empowers businesses with self-service and interactive analytics. It eliminates the complexity and high costs of data pipelines, allowing ... Read More about Dremio | 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 | 51-500 employees500+ employees | — |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Dremio and Azure Machine Learning Studio Compare on Features?
Total Features | 5 Features | 2 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Dremio 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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Pricing Page |  | Pricing information not available |
Dremio vs Azure Machine Learning Studio: 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 |
Dremio vs Azure Machine Learning Studio Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | — |
|---|---|---|
HIPAA | ✓ Yes | — |
GDPR | ✓ Yes | — |
Single Sign-On (SSO) | ✓ Yes | — |
Multi-Factor Auth (MFA) | ✓ Yes | — |
Data Encryption | ✓ Yes | — |
Audit Logs | ✓ Yes | — |
Data Residency | 🌐 Global | — |
Dremio User Reviews & Rating Comparison
User Ratings | ||
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Overall, users express strong satisfaction with Dremio’s performance, ease of use, and data transformation capabilities, while noting some complexity and marketplace limitations. 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 |
Dremio and Azure Machine Learning Studio Customers
Customers |  Henkel  Honeywell  Diageo | No Customers information available. |
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Media and Screenshots
Screenshots |  3 Screenshots | No screenshots available. |
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Videos |  4 Videos |  1 Videos |
Top Alternatives to Dremio 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, Dremio or Azure Machine Learning Studio?
- Dremio edges out the other on user ratings (4.7 vs 4.5). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
- Do Dremio and Azure Machine Learning Studio offer a free trial?
- Neither Dremio nor Azure Machine Learning Studio currently lists a free trial.
- What is the starting price of Dremio vs Azure Machine Learning Studio?
- Dremio starts at Contact for pricing. Azure Machine Learning Studio starts at Contact for pricing.
- What are the top alternatives to Dremio?
- Top alternatives to Dremio include Azure Machine Learning Studio, Labelbox, IBM Analytics Engine, Omniscope Evo, Diffgram.
- 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.