neptune.ml vs data.world 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…
data.world
Starting at $50,000 /Year
- Free Trial
- Large Enterprises
- Medium Business
data.world is the sharing platform for open, non-profit data. With a simple, powerful API and full API Manager built in, it makes getting, publishing and managing open data easy. Collaborate on all kinds of open data: cr…
neptune.ml leads on user satisfaction with a 4.8-star rating across 5 reviews.
neptune.ml vs data.world — at a glance
| Feature | neptune.ml | data.world |
|---|---|---|
| Rating | 4.8 / 5 | — |
| Reviews | 5 | — |
| Starting price | $49 /Month | $50,000 /Year |
| Free trial | Yes | Yes |
| Free version | No | No |
| Best for | Freelancers / Consultants, Large Enterprises, Medium Business | Large Enterprises, Medium Business, Small Business |
| Category | Machine Learning Software | Data Management Software |
| Platforms | SaaS/Web/Cloud | SaaS/Web/Cloud |
| API | Available | Available |
| Support modes | Online | Online |
| Certifications | — | SOC 2, GDPR, ISO 27001 |
| Data residency | Global | Global |
Key differences between neptune.ml and data.world
- Pricing: neptune.ml starts at $49 /Month, while data.world starts at $50,000 /Year.
- Target audience: neptune.ml is built for Freelancers / Consultants and Large Enterprises, while data.world targets Large Enterprises and Medium Business.
- Deployment: neptune.ml supports SaaS/Web/Cloud; data.world supports SaaS/Web/Cloud.
neptune.ml vs data.world — 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 | Talk to an expert Talk to an expert |
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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 collaborative open data management with strong governance and integration.
- You need a platform focused on open, non-profit data sharing with powerful APIs.
- Your team values real-time collaboration across data analysts, scientists, and BI developers.
- You require strong built-in data governance and seamless integration with multiple sources.
- Your organization needs proprietary or closed data management solutions.
- You require highly customized or on-premises data platforms with transparent pricing.
neptune.ml: Best for Python-based machine learning prototyping and scalable production deployment. data.world: Best for collaborative open data management with strong governance and integration.
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 | data.world is the sharing platform for open, non-profit data. With a simple, powerful API and full API Manager built in, it makes getting, publishing and managing open data easy. ... Read More about data.world |
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Entry Level Pricing |
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Free Trial Availability | ||
SpotScoreWhat's this? ↗ | Not Available | 9.5/10 |
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Small BusinessLarge Enterprises | 50 to 500 employees501 to 5,000 employees |
Get pricing help | Get pricing help |
Where each option fits best
See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.
Based on buyer reviews and verified product data collected by Spotsaas.
Key strengths
No key benefits available yet.
- Team Collaboration: With data.world, your team can easily collaborate on data projects in real-time. This builds a culture of shared insights, bringing together diverse perspectives that lead to better decision-making.
- Streamlined Data Access: Managers will appreciate the platform's smooth integration capabilities, which allow users to connect various data sources easily. This means less time spent on data wrangling and more time focused on analysis and strategy.
- Data Governance: Executives can feel confident knowing that data.world prioritizes security and compliance. The built-in governance features protect sensitive information while maintaining accessibility for authorized users.
Best fit
No best-fit guidance available yet.
- 50 to 5,000 employees
- Martech, Fintech, SaaS, Consulting, and Data Analytics
- Data Analysts, Business Intelligence Developers, Data Scientists, and Project Managers
Reasons buyers look elsewhere
No alternatives guidance available yet.
- Users might seek alternatives to data.world for various reasons, including:
- Budget constraints can lead users to explore more affordable data management and collaboration platforms that offer similar features without the higher costs associated with data.world.
- Specific project requirements may necessitate functionalities that data.world lacks, prompting users to look for specialized tools better suited to their unique data analysis or visualization needs.
Software Demo
Demo |
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How do neptune.ml and data.world Compare on Features?
Total Features | 6 Features | 8 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare neptune.ml and data.world 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 |
|---|---|---|
HIPAA | — | ✗ No |
GDPR | — | ✓ Yes |
ISO 27001 | — | ✓ Yes |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
Audit Logs | — | ✓ Yes |
Data Residency | 🌐 Global | 🌐 Global |
neptune.ml User Reviews & Rating Comparison
User Ratings | No reviews available for the product | |
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Rating Distribution | No reviews available for this product | |
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 Overall, buyers express strong satisfaction with data.world’s collaboration features, integration capabilities, and data governance, while noting some concerns about pricing transparency and setup complexity. 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 | No Customers information available. |  WPP  Mirum  Rare |
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Media and Screenshots
Screenshots |  3 Screenshots | No screenshots available. |
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Videos |  4 Videos |  1 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 data.world?
- neptune.ml edges out the other on user ratings (4.8 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do neptune.ml and data.world offer a free trial?
- Yes, both neptune.ml and data.world offer a free trial.
- What is the starting price of neptune.ml vs data.world?
- neptune.ml starts at $49 /Month. data.world starts at $50,000 /Year.
- 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 data.world?
- Top alternatives to data.world include Wdata, Collibra Data Governance Center, Semantic Fact, Iteratively, Manta.