Head-to-head · Predictive Analytics Software
SAS Viya vs Amazon SageMaker Canvas
SAS Viya leads on 0 checks, Amazon SageMaker Canvas on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreSAS Viya · 9.4/10
- Free trialonly SAS Viya
SAS Viya scores higher on our rubric for predictive analytics software: 9.4 against 9.0 out of 10; our editors rank them #1 and #4.
SAS Viya is the better fit for governed enterprise analytics and decisioning. Amazon SageMaker Canvas is the better fit for AWS-centric no-code predictive modeling.
- SAS Viya fits best
Governed enterprise analytics and decisioning
- Amazon SageMaker Canvas fits best
AWS-centric no-code predictive modeling
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Side by side
| Feature | SAS Viya 9.4/10 Visit ↗ | Amazon SageMaker Canvas 9.0/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.4 | 9.0 |
| Ranking | #1 in Predictive Analytics Software | #4 in Predictive Analytics Software |
| Best for | Governed enterprise analytics and decisioning | AWS-centric no-code predictive modeling |
| Pricing model | Paid | Paid |
| Starting price | Pricing on request · 14-day trial | $1.90/unit usage-based |
| Free plan | — | — |
| Free trial | 14 days | — |
| Deployment | Cloud, Self-hosted | Cloud |
| Platforms | Web | Web |
| Support | Email, Live chat, Phone, Tickets, Community, Docs | Tickets, Community, Docs |
| Integrations | 18 integrations | 50+ integrations |
| Built for | Enterprise, Mid-market | Mid-market, Enterprise |
| Features SAS Viya 5/5 · Amazon SageMaker Canvas 5/5 | ||
| Forecasting workflows | ✓ | ✓ |
| Model evaluation | ✓ | ✓ |
| Automated machine learning | ✓ | ✓ |
| Time-series modeling | ✓ | ✓ |
| API access | ✓ | ✓ |
| Specs | ||
| Deployment mode | Batch_and_real-time | Batch_and_real-time |
| Data connectors | Not checked yet | 50 |
| Our review | ||
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| Our verdict | SAS Viya is a unified data and AI platform for organizations that need to connect data, develop predictive models, and operationalize decisions. It supports visual and code-based statistical modeling, machine learning, automated machine… Read the review → |
Amazon SageMaker Canvas is a managed visual machine-learning application for business analysts and other users who need to build predictive models without writing code. It combines visual data preparation, automated model building,… Read the review → |
Strengths and trade-offs
SAS Viya — where it wins
- Broad modeling, forecasting, governance, and deployment coverage
- Supports batch and real-time decisioning across cloud, on-premises, and edge
- Python, R, Java, REST APIs, and major cloud and data platforms
Where it doesn't
- Pricing requires a contact-sales process
- There is no free plan
- Its breadth is geared toward enterprise-scale analytics programs
Amazon SageMaker Canvas — where it wins
- Automates model building, evaluation, forecasting, and candidate comparison
- Supports batch predictions, scheduled runs, and real-time endpoints
- Connects with AWS services plus Snowflake, Databricks, and Salesforce Data Cloud
Where it doesn't
- Usage-based pricing can be harder to forecast than fixed plans
- Additional charges apply for processing, training, inference, and AWS services
- Designed around AWS, which may limit fit for non-AWS-centric teams
- SAS Viya9.4/10 · Pricing on request · 14-day trial
A broad, governed analytics platform for operational predictive decisioning.
Visit SAS ViyaFull verdict → - Amazon SageMaker Canvas9.0/10 · Paid
A capable no-code predictive modeling workspace for AWS-centered teams.
Visit siteFull verdict →
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- SAS Advanced Analytics vs Amazon SageMaker Canvas
- Azure Machine Learning vs Amazon SageMaker Canvas
- Amazon SageMaker Canvas vs DataRobot
All predictive analytics software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







