Amazon Forecast vs Google Cloud AutoML Comparison
Amazon Forecast
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Medium Business
Introducing Amazon Forecast, the ultimate predictive analytics software and time-series forecasting tool in the market. Powered by machine learning and backed by Amazon's secure technology, this software allows businesse…
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.
Amazon Forecast vs Google Cloud AutoML — at a glance
| Feature | Amazon Forecast | Google Cloud AutoML |
|---|---|---|
| Rating | 4.0 / 5 | 4.1 / 5 |
| Reviews | 38 | 42 |
| Starting price | Contact for pricing | Contact for pricing |
| Free trial | Yes | Yes |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business, Small Business |
| Category | Predictive Analytics 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 | SOC 2, HIPAA, GDPR, ISO 27001 |
| Data residency | Global | Global |
Key differences between Amazon Forecast and Google Cloud AutoML
- User satisfaction: Google Cloud AutoML scores higher with a 4.1-star average.
- Deployment: Amazon Forecast supports SaaS/Web/Cloud; Google Cloud AutoML supports SaaS/Web/Cloud.
Amazon Forecast 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 Predictive Analytics 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 scalable, accurate machine learning-based time-series forecasting.
- You need precise demand forecasting for retail or supply chain optimization.
- Your team includes data scientists or analysts familiar with ML workflows.
- You require seamless integration with AWS infrastructure for scalability.
- You are a small business without dedicated data science resources.
- You need highly customizable forecasting algorithms beyond built-in options.
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.
Amazon Forecast: Best for scalable, accurate machine learning-based time-series forecasting. Google Cloud AutoML: Best for non-experts needing scalable, custom ML without infrastructure hassles.
Description | Introducing Amazon Forecast, the ultimate predictive analytics software and time-series forecasting tool in the market. Powered by machine learning and backed by Amazon's secure technology, ... Read More about Amazon Forecast | 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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Free Trial Availability |
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User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Medium BusinessLarge Enterprises | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Amazon Forecast 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 Amazon Forecast 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
Organization Types supported |
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Platforms Supported |
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Modes of support |
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API Support |
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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 | ✓ Yes |
|---|---|---|
HIPAA | ✓ Yes | ✓ Yes |
GDPR | ✓ Yes | ✓ Yes |
ISO 27001 | ✓ Yes | ✓ Yes |
Single Sign-On (SSO) | ✓ Yes | ✓ Yes |
Multi-Factor Auth (MFA) | ✓ Yes | ✓ Yes |
Data Encryption | ✓ Yes | ✓ Yes |
Audit Logs | ✓ Yes | ✓ Yes |
Data Residency | 🌐 Global | 🌐 Global |
Amazon Forecast User Reviews & Rating Comparison
User Ratings | ||
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Users value Amazon Forecast's accuracy and scalability but note challenges with complexity, cost, and usability for newcomers. 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 |
|---|---|---|
Videos |  3 Videos |  1 Videos |
Top Alternatives to Amazon Forecast and Google Cloud AutoML in 2026
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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, Amazon Forecast or Google Cloud AutoML?
- Google Cloud AutoML edges out the other on user ratings (4.1 vs 4.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Amazon Forecast and Google Cloud AutoML offer a free trial?
- Yes, both Amazon Forecast and Google Cloud AutoML offer a free trial.
- What is the starting price of Amazon Forecast vs Google Cloud AutoML?
- Amazon Forecast starts at Contact for pricing. Google Cloud AutoML starts at Contact for pricing.
- What are the top alternatives to Amazon Forecast?
- Top alternatives to Amazon Forecast include SAS Advanced Analytics, Salford Predictive Modeler, Graphite Note, FICO Predictive Analytics, FP-PREDICT+.
- What are the top alternatives to Google Cloud AutoML?
- Top alternatives to Google Cloud AutoML include DeepBrainz AI, Qualified, Workvivo, Deploifai, Neuro.