Lightly vs Neuton AutoML vs V7 Darwin Comparison
Lightly
Starting at $440 /Month
- Freelancers / Consultants
- Large Enterprises
Lightly is a fast and lightweight framework for probabilistic machine learning. It comes with various built-in algorithms which user can also combine to create their own models. Lightly allows data scientists to dive i…
Neuton AutoML
Starting at $1,999 /Month
- Large Enterprises
- Medium Business
Neuton AutoML is a machine learning software that analyzes the classes of data, builds a model for each class, and classifies new records as per those models. AutoML is widely used in the banking, automotive, energy and…
V7 Darwin
Starting at $150 /Month
- Large Enterprises
- Medium Business
The Darwin Platform from V7 laboratories streamlines the annotation process with automated picture annotation and neural network training. With active learning, 10x faster labeling with pixel-perfect accuracy is achieved…
Neuton AutoML leads on user satisfaction with a 4.9-star rating across 18 reviews.
Lightly vs Neuton AutoML vs V7 Darwin — at a glance
| Feature | Lightly | Neuton AutoML | V7 Darwin |
|---|---|---|---|
| Rating | — | 4.9 / 5 | 4.9 / 5 |
| Reviews | — | 18 | 21 |
| Starting price | $440 /Month | $1,999 /Month | $150 /Month |
| Free trial | No | No | No |
| Free version | No | No | No |
| Best for | Freelancers / Consultants, Large Enterprises, Medium Business | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business, Small Business |
| Category | Machine Learning Software | Machine Learning Software | Machine Learning Software |
| Platforms | SaaS/Web/Cloud | SaaS/Web/Cloud | SaaS/Web/Cloud |
| API | Available | — | Available |
| Support modes | Online | Online | 24/7 (Live rep), Business Hours, Online |
| Data residency | US | Global | Global |
Key differences between Lightly and Neuton AutoML
- Pricing: Lightly starts at $440 /Month, while Neuton AutoML starts at $1,999 /Month.
- Target audience: Lightly is built for Freelancers / Consultants and Large Enterprises, while Neuton AutoML targets Large Enterprises and Medium Business.
- Deployment: Lightly supports SaaS/Web/Cloud; Neuton AutoML supports SaaS/Web/Cloud.
Compare Lightly vs Neuton AutoML vs V7 Darwin — and walk away knowing which one fits.
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
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Buyer feedback
Integrations
Product tour
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Biggest differences
Start here before you go deeper into features.
Lightly excels at fast, lightweight probabilistic machine learning experiments.
- You need to quickly prototype probabilistic machine learning models with minimal code.
- You want a framework that supports combining built-in algorithms to create custom models.
- You prefer a tool accessible to both experienced data scientists and less technical users.
- You require extensive enterprise support or a large user community for troubleshooting.
- You need a fully featured machine learning platform with comprehensive deployment tools.
Best for automated multi-class model building via an easy cloud platform.
- You need to automate classification and model building across multiple data classes.
- Your team includes data scientists, ML engineers, or business analysts seeking simplicity.
- You operate in banking, automotive, energy, or manufacturing with 51+ employees.
- Your organization lacks cloud infrastructure or requires on-premise solutions.
- You require highly customized or complex machine learning workflows.
Best for accelerating high-accuracy image annotation with active learning.
- You need to speed up image annotation with pixel-perfect accuracy.
- Your team requires a flexible, configurable workflow for annotation projects.
- You want to monitor crowdsourced annotations to ensure quality control.
- You are a small team without dedicated machine learning resources.
- You require out-of-the-box pre-trained models or simple annotation setups.
Lightly: Lightly excels at fast, lightweight probabilistic machine learning experiments. Neuton AutoML: Best for automated multi-class model building via an easy cloud platform.
Description | Lightly is a fast and lightweight framework for probabilistic machine learning. It comes with various built-in algorithms which user can also combine to create their own models. Lightly ... Read More about Lightly | Neuton AutoML is a machine learning software that analyzes the classes of data, builds a model for each class, and classifies new records as per those models. AutoML is widely used in the ... Read More about Neuton AutoML | The Darwin Platform from V7 laboratories streamlines the annotation process with automated picture annotation and neural network training. With active learning, 10x faster labeling with ... Read More about V7 Darwin |
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Best Company Size | — | 51-500 employees500+ employees | 51-500 employees500+ employees |
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Compare Lightly, Neuton AutoML and V7 Darwin 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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Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
Data Residency | 🇺🇸 US | 🌐 Global | 🌐 Global |
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Lightly vs Neuton AutoML User Reviews & Rating Comparison
User Ratings | No reviews available for the product | 4.9 (based on 21 reviews) | |
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Rating Distribution | No reviews available for this product | ||
Spotsaas Editor’s POV generated by AI | What buyers like
Common complaints
| Buyer sentiment Users generally express high satisfaction with Neuton AutoML’s ease of use and cloud accessibility, reflected in a strong 4.9 rating. What buyers like
Common complaints
| Buyer sentiment Users praise V7 Darwin for its speed and accuracy in image annotation but note concerns about pricing transparency and complexity. What buyers like
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Positive Reviews | No reviews available for the product | No reviews available for the product | No reviews available for the product |
Media and Screenshots
Videos |  1 Videos |  2 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, Lightly or Neuton AutoML?
- Neuton AutoML edges out the other on user ratings (4.9 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Lightly and Neuton AutoML offer a free trial?
- Neither Lightly nor Neuton AutoML currently lists a free trial.
- What is the starting price of Lightly vs Neuton AutoML?
- Lightly starts at $440 /Month. Neuton AutoML starts at $1,999 /Month.
- What are the top alternatives to Lightly?
- Top alternatives to Lightly include DeepBrainz AI, DataTorch, DVC Studio, Google Cloud AutoML, BigML.
- What are the top alternatives to Neuton AutoML?
- Top alternatives to Neuton AutoML include MonkeyLearn, Amazon Personalize, neptune.ml, MorphL AI, DataTorch.