Lightly vs Google Cloud AutoML 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…
Google Cloud AutoML
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Medium Business
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 cr…
Google Cloud AutoML leads on user satisfaction with a 4.1-star rating across 42 reviews.
Lightly vs Google Cloud AutoML — at a glance
| Feature | Lightly | Google Cloud AutoML |
|---|---|---|
| Rating | — | 4.1 / 5 |
| Reviews | — | 42 |
| Starting price | $440 /Month | Contact for pricing |
| Free trial | No | Yes |
| 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 |
| API | Available | Available |
| Support modes | Online | 24/7 (Live rep), Online |
| Certifications | — | SOC 2, HIPAA, GDPR, ISO 27001 |
| Data residency | US | Global |
Key differences between Lightly and Google Cloud AutoML
- Pricing: Lightly starts at $440 /Month. Google Cloud AutoML pricing is not publicly listed.
- Free trial: Google Cloud AutoML offers a free trial; Lightly does not.
- Target audience: Lightly is built for Freelancers / Consultants and Large Enterprises, while Google Cloud AutoML targets Large Enterprises and Medium Business.
- Deployment: Lightly supports SaaS/Web/Cloud; Google Cloud AutoML supports SaaS/Web/Cloud.
Lightly vs Google Cloud AutoML — 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 |
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 non-experts needing scalable, custom ML without infrastructure hassles.
- You are a developer with limited machine learning experience seeking easy model creation.
- Your business requires custom ML models with integrated deployment and automatic scaling.
- You want an all-in-one platform that simplifies ML model management and cloud hosting.
- You need full low-level control and advanced customization of ML models.
- You are a startup or small business with limited budget and no existing cloud infrastructure.
Lightly: Lightly excels at fast, lightweight probabilistic machine learning experiments. Google Cloud AutoML: Best for non-experts needing scalable, custom ML without infrastructure hassles.
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 | 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 ... Read More about Google Cloud AutoML |
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Best Company Size | — | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Lightly and Google Cloud AutoML Compare on Features?
Total Features | 0 Features | 3 Features |
|---|---|---|
Unique Features | No features | No unique features |
Get Quote | Get Quote |
Compare Lightly and Google Cloud AutoML 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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Pricing Page |  | Pricing information not available |
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 |
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HIPAA | — | ✓ Yes |
GDPR | — | ✓ Yes |
ISO 27001 | — | ✓ Yes |
Single Sign-On (SSO) | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | ✓ Yes |
Data Encryption | — | ✓ Yes |
Audit Logs | — | ✓ Yes |
Data Residency | 🇺🇸 US | 🌐 Global |
Lightly 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 | What buyers like
Common complaints
| Buyer sentiment Users appreciate the platform's ease of use and integrated deployment but note limitations in customization and pricing transparency. 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 | No screenshots available. |  1 Screenshots |
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Videos |  1 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, Lightly or Google Cloud AutoML?
- Google Cloud AutoML edges out the other on user ratings (4.1 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 Google Cloud AutoML offer a free trial?
- Google Cloud AutoML offers a free trial. Lightly does not.
- What is the starting price of Lightly vs Google Cloud AutoML?
- Lightly starts at $440 /Month. Google Cloud AutoML starts at Contact for pricing.
- 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 Google Cloud AutoML?
- Top alternatives to Google Cloud AutoML include DeepBrainz AI, Qualified, Workvivo, Deploifai, Neuro.