neptune.ml vs BigML Comparison
neptune.ml
Starting at $49 /Month
- Free Trial
- Freelancers / Consultants
- Large Enterprises
Neptune is a framework for building machine learning applications in Python, with performance comparable to handwritten models. Neptune merges the flexibility of scikit-learn with an integrated environment for tracking d…
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…
neptune.ml leads on user satisfaction with a 4.8-star rating across 8 reviews.
neptune.ml vs BigML — at a glance
| Feature | neptune.ml | BigML |
|---|---|---|
| Rating | 4.8 / 5 | 4.7 / 5 |
| Reviews | 8 | 44 |
| Starting price | $49 /Month | $1,000 |
| Free trial | Yes | No |
| Free version | No | No |
| Best for | Freelancers / Consultants, Large Enterprises, Medium Business | Large Enterprises, Medium Business, Small Business |
| Category | Machine Learning Software | 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, GDPR |
| Data residency | Global | Global |
Key differences between neptune.ml and BigML
- Pricing: neptune.ml starts at $49 /Month, while BigML starts at $1,000.
- Free trial: neptune.ml offers a free trial; BigML does not.
- Target audience: neptune.ml is built for Freelancers / Consultants and Large Enterprises, while BigML targets Large Enterprises and Medium Business.
- User satisfaction: neptune.ml scores higher with a 4.8-star average.
- Deployment: neptune.ml supports SaaS/Web/Cloud; BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.
neptune.ml 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 Machine Learning Software 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 Python-based machine learning prototyping and scalable production deployment.
- You need an integrated environment combining data tracking, pipeline processing, and evaluation.
- Your team consists of data scientists or ML engineers comfortable with Python coding.
- You require performance comparable to handwritten models with flexibility like scikit-learn.
- Your team lacks Python expertise or prefers no-code/low-code ML tools.
- You need extensive ecosystem integrations beyond Python or transparent pricing details.
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.
neptune.ml: Best for Python-based machine learning prototyping and scalable production deployment. BigML: Best for quick, easy predictive modeling with strong visualization and explainability.
Description | Neptune is a framework for building machine learning applications in Python, with performance comparable to handwritten models. Neptune merges the flexibility of scikit-learn with an ... Read More about neptune.ml | 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 | Small BusinessLarge Enterprises | Small BusinessMedium Business |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do neptune.ml and BigML Compare on Features?
Total Features | 0 Features | 6 Features |
|---|---|---|
Unique Features | No features | No unique features |
Get Quote | Get Quote |
Compare neptune.ml 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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Get help choosing | Get help choosing |
Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | — | ✓ Yes |
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HIPAA | — | ✗ No |
GDPR | — | ✓ Yes |
ISO 27001 | — | ✗ No |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
Data Residency | 🌐 Global | 🌐 Global |
neptune.ml User Reviews & Rating Comparison
User Ratings | ||
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Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Users generally express high satisfaction with Neptune's flexibility and integrated ML workflow capabilities. 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 |  3 Screenshots |  3 Screenshots |
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Videos |  4 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, neptune.ml or BigML?
- neptune.ml edges out the other on user ratings (4.8 vs 4.7). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do neptune.ml and BigML offer a free trial?
- neptune.ml offers a free trial. BigML does not.
- What is the starting price of neptune.ml vs BigML?
- neptune.ml starts at $49 /Month. BigML starts at $1,000.
- What are the top alternatives to neptune.ml?
- Top alternatives to neptune.ml include mi.team, Amazon Personalize, Neuton AutoML, Neptune DXP, Deepnote.
- What are the top alternatives to BigML?
- Top alternatives to BigML include SAS Advanced Analytics, Qualified, Workvivo, Backprop, Neuro.