Top Alternatives to Lightly - Better Options for 2026
Effortless, precise machine learning for all skill levels.
Trusted by 2M+ software buyers annually.
Main Features
- Machine Learning
- Model Development
Pricing
Starts from $440/Month when Billed Yearly, also offers free forever plan
Lightly is a Machine Learning Software platform. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 9 vetted Machine Learning Software alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.
Lightly vs Top Alternatives at a Glance
Side-by-side comparison of pricing, user rating, and free trial availability to help you shortlist faster.
| Tool | Best For | Pricing | Rating | Free Option |
|---|---|---|---|---|
| Lightly Current | Machine Learning Software | $440 | No reviews | ✓ Yes |
 DeepBrainz AI | Machine Learning Software | Custom pricing | No reviews | ✗ No |
 DataTorch | Machine Learning Software | $15 | No reviews | ✓ Yes |
 DVC Studio | Data Science and Machine Learning Platforms | Free plan available | No reviews | ✓ Yes |
 Google Cloud AutoML | Data Science and Machine Learning Platforms | Free trial | 4.1 ★ | ✓ Yes |
 BigML | Data Science and Machine Learning Platforms | $20 | 4.7 ★ | ✓ Yes |
Showing 1-9 out of 9
List of the Top Lightly alternatives as of July 2026
Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.
DeepBrainz AI
Empower your computer with self-learning capabilities.
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What is DeepBrainz AI?
DeepBrainz is software that uses hardware's processing power to create neural networks, giving computers the ability to learn without being explicitly programmed. DeepBrainz is designed for developers, students, and entrepreneurs with no previous experience in machine learning who want to ...
Read moreCommon Features
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Machine Learning
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Model Development
Unique Features
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Neural Network Architecture
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For Developers
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Collaboration
Pricing
DeepBrainz AI offers custom pricing plan
DataTorch
Streamline collaboration and unleash the power of data.
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What is DataTorch?
DataTorch is an innovative machine learning platform for streamlining team collaboration and creating data quickly. With powerful roles and permission settings, you can securely share datasets and seamlessly integrate with workflows to increase production. Plus, our intuitive labeling tools let ...
Read moreCommon Features
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Machine Learning
Unique Features
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Labeling
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Collaboration
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Data Security
Pricing
Starts from $15/User/Month, also offers free forever plan
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DVC Studio
Simplify your project management with DVC Studio.
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What is DVC Studio?
DVC Studio is a powerful machine learning platform that simplifies project management. With its wide range of tools, track important metrics across different projects and easily visualize and compare ML models. Your code, data and models will stay connected at all times thanks to its no-code ...
Read moreCommon Features
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Machine Learning
Unique Features
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Reporting and Visualization
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Graphical User Interface
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Continuous Integration
+ 2 more
Pricing
DVC Studio offers custom pricing plan
Google Cloud AutoML
Effortless ML modeling at your fingertips.
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What is Google Cloud AutoML?
Google Cloud AutoML is a distinct machine learning platform developed to assist developers with limited experience in machine learning. This convenient platform offers developers access to a range of tools in order to create machine learning models that are customized to their ever-evolving ...
Read moreCommon Features
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Machine Learning
Unique Features
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Sentiment Analysis
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Natural Language Processing
Pricing
Free Trial available
Google Cloud AutoML offers custom pricing plan
BigML
Powerful models, simplified for all stakeholders.
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What is BigML?
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 you to set up an easy-to-use web interface and REST APIs in just seconds. ...
Read moreCommon Features
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Machine Learning
Unique Features
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Data Privacy
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Templates
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Collaboration
+ 2 more
Pricing
Starts from $20/Month when Billed Yearly, also offers free forever plan
Moderate
Streamline social media management with advanced AI moderation.
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What is Moderate?
Moderate is a revolutionary Social Media management system built to deliver enhanced user experiences. Our advanced AI based moderation tools scan every conversation with accuracy and in near real-time, allowing you to recognize and classify suspicious behaviour quickly and easily. Plus, our ...
Read moreCommon Features
No common features
Unique Features
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Content Management
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Analytics (Social Media)
V7 Darwin
Revolutionizing annotation with AI technology.
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What is V7 Darwin?
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 compared to manual techniques. Its intuitive UI, configurable workflow, ...
Read moreCommon Features
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Machine Learning
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Model Development
Unique Features
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Labeling
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Image Processing
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Data Preprocessing
+ 1 more
Pricing
Starts from $150/Month
Neuton AutoML
Efficient data analysis made easy with Neuton AutoML.
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What is Neuton AutoML?
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 manufacturing industries. AutoML provides a convenient and affordable way ...
Read moreCommon Features
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Machine Learning
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Model Development
Unique Features
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Neural Network Architecture
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Model Deployment
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Parameter Tuning
+ 1 more
Pricing
Starts from $1,999/Month, also offers free forever plan
neptune.ml
Streamline your machine learning with Neptune.
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What is neptune.ml?
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 data, processing pipelines, and evaluating results. Whether user needs to ...
Read moreCommon Features
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Machine Learning
-
Model Development
Unique Features
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Experiment Tracking
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Data visualization
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Collaboration Tools
+ 1 more
Pricing
Free Trial available, Try Now
Starts from $49/Month, also offers free forever plan
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
