SAS Viya vs Amazon SageMaker Autopilot

SAS Viya9.3Visit Amazon SageMaker Autopilot8.8Visit

Higher score SAS Viya #1 in AutoML Software 9.3/10 Pricing on request · 14-day trial Free trial✓ 0 of 3 features Visit SAS Viya

vs

Amazon SageMaker Autopilot #5 in AutoML Software 8.8/10 Paid ✓ 3 of 3 features Visit AWS

• SAS Viya fits best

  Governed enterprise and regulated workloads

• Amazon SageMaker Autopilot fits best

  AWS users needing managed AutoML execution

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Side by side

Feature	SAS Viya 9.3/10 Visit ↗	Amazon SageMaker Autopilot 8.8/10 Visit ↗
At a glance
Editor score	9.3	8.8
Ranking	#1 in AutoML Software	#5 in AutoML Software
Best for	Governed enterprise and regulated workloads	AWS users needing managed AutoML execution
Pricing model	Paid	Paid
Starting price	Pricing on request · 14-day trial	—
Free plan	—	—
Free trial	14 days	—
Deployment	Cloud, Self-hosted	Cloud
Platforms	Web	Web
Support	Email, Live chat, Phone, Tickets, Community, Docs	Docs, Live chat, Email, Phone, Tickets
Built for	Enterprise, Mid-market	Small business, Mid-market, Enterprise
Features SAS Viya 0/3 · Amazon SageMaker Autopilot 3/3
Feature engineering	Not checked yet	✓ (best)
Automated model selection	Not checked yet	✓ (best)
Model explainability	Not checked yet	✓ (best)
Specs
Deployment options	Not checked yet	Real_time
Workflow interface	Not checked yet	Both
Hosting model	Not checked yet	Vendor_cloud
Our review
Pros	Automates machine learning, forecasting, validation, monitoring, and retraining Deploys models across cloud, on-premises, in-database, and edge environments Supports governance, explainability, fairness testing, and bias detection	Automates preparation, feature engineering, selection, tuning, and evaluation Generates rankings, explainability reports, and notebooks for candidate models Deploys trained models through real-time API endpoints
Cons	Pricing requires a sales conversation No free plan is available Its broad enterprise scope may exceed simpler AutoML needs	No perpetual free plan Documented access is limited to AWS web, API, and SDK workflows Usage-based pricing can require planning for consistent workloads
Our verdict	SAS Viya is a unified data and AI platform for organizations that need to connect data, build predictive models, govern model use, and operationalize decisions. It combines visual and code-based statistical modeling with automated machine… Read the review →	Amazon SageMaker Autopilot is an AutoML capability within Amazon SageMaker AI for data scientists, developers, analysts, and organizations building machine-learning models on AWS. It automates data analysis, preprocessing, missing-value… Read the review →

Strengths and trade-offs

• SAS Viya — where it wins

  • Automates machine learning, forecasting, validation, monitoring, and retraining
  • Deploys models across cloud, on-premises, in-database, and edge environments
  • Supports governance, explainability, fairness testing, and bias detection

  Where it doesn't

  • Pricing requires a sales conversation
  • No free plan is available
  • Its broad enterprise scope may exceed simpler AutoML needs

• Amazon SageMaker Autopilot — where it wins

  • Automates preparation, feature engineering, selection, tuning, and evaluation
  • Generates rankings, explainability reports, and notebooks for candidate models
  • Deploys trained models through real-time API endpoints

  Where it doesn't

  • No perpetual free plan
  • Documented access is limited to AWS web, API, and SDK workflows
  • Usage-based pricing can require planning for consistent workloads

• SAS Viya9.3/10 · Pricing on request · 14-day trial

  A broad, governed AutoML platform for complex enterprise and regulated workloads.

  Visit SAS ViyaFull verdict →
• Amazon SageMaker Autopilot8.8/10 · Paid

  A broad, AWS-native AutoML workflow with usage-based pricing and vendor-cloud limits.

  Visit AWSFull verdict →