Amazon SageMaker vs BigML Comparison
Amazon SageMaker
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Amazon SageMaker is an integrated platform designed to reduce the time and effort expended in the development of machine learning models. It provides a single web-based interface enabling users to quickly upload their da…
BigML
Starting at $1,000
- 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 4.7-star rating across 44 reviews.
Amazon SageMaker vs BigML — at a glance
| Feature | Amazon SageMaker | BigML |
|---|---|---|
| Rating | 4.2 / 5 | 4.7 / 5 |
| Reviews | 63 | 44 |
| Starting price | Contact for pricing | $1,000 |
| 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 | Available |
| Support modes | Online | Online |
| Certifications | SOC 2, HIPAA, GDPR, ISO 27001 | SOC 2, GDPR |
| Data residency | Global | Global |
Key differences between Amazon SageMaker and BigML
- Pricing: BigML starts at $1,000. Amazon SageMaker pricing is not publicly listed.
- User satisfaction: BigML scores higher with a 4.7-star average.
- Deployment: Amazon SageMaker supports SaaS/Web/Cloud; BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.
Amazon SageMaker 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
Other options
Talk to an expert Talk to an expert |
Biggest differences
Start here before you go deeper into features.
Best for enterprises needing automated, end-to-end machine learning workflows.
- You require a unified platform for data upload, model training, and deployment.
- Your team benefits from automated model tuning via Autopilot to speed development.
- You have medium to large teams with cloud infrastructure expertise for complex ML projects.
- Your team lacks cloud infrastructure skills or ML expertise to handle complexity.
- You need a simple, no-code machine learning solution for quick, lightweight use.
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.
Amazon SageMaker: Best for enterprises needing automated, end-to-end machine learning workflows. BigML: Best for quick, easy predictive modeling with strong visualization and explainability.
Description | Amazon SageMaker is an integrated platform designed to reduce the time and effort expended in the development of machine learning models. It provides a single web-based interface enabling ... Read More about Amazon SageMaker | 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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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 Amazon SageMaker and BigML Compare on Features?
Total Features | 6 Features | 6 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Amazon SageMaker 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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Other Details
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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 | ✓ Yes |
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HIPAA | ✓ Yes | ✗ No |
GDPR | ✓ Yes | ✓ Yes |
ISO 27001 | ✓ Yes | ✗ No |
Single Sign-On (SSO) | ✓ Yes | ✓ Yes |
Multi-Factor Auth (MFA) | ✓ Yes | ✓ Yes |
Data Encryption | ✓ Yes | ✓ Yes |
Audit Logs | ✓ Yes | — |
Data Residency | 🌐 Global | 🌐 Global |
Amazon SageMaker User Reviews & Rating Comparison
User Ratings | ||
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Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Users appreciate the comprehensive ML capabilities and automation but note complexity and pricing opacity as drawbacks. 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 |
List of Customers
Customers |  GE Healthcare  Intuit  Dow Jones | No Customers information available. |
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Media and Screenshots
Screenshots |  2 Screenshots |  3 Screenshots |
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Videos |  1 Videos |  3 Videos |
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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, Amazon SageMaker or BigML?
- BigML edges out the other on user ratings (4.7 vs 4.2). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Amazon SageMaker and BigML offer a free trial?
- Neither Amazon SageMaker nor BigML currently lists a free trial.
- What is the starting price of Amazon SageMaker vs BigML?
- Amazon SageMaker starts at Contact for pricing. BigML starts at $1,000.
- What are the top alternatives to Amazon SageMaker?
- Top alternatives to Amazon SageMaker include Amazon Personalize, Qualified, Workvivo, Vivas.AI, Pretrained.ai.
- What are the top alternatives to BigML?
- Top alternatives to BigML include SAS Advanced Analytics, Qualified, Workvivo, Backprop, Neuro.