Amazon SageMaker AI vs SAS Viya

Amazon SageMaker AI9.4Visit SAS Viya9.2Visit

Higher score Amazon SageMaker AI #1 in Data Science and Machine Learning Platforms 9.4/10 Paid ✓ 1 of 5 features Visit AWS

vs

SAS Viya #2 in Data Science and Machine Learning Platforms 9.2/10 Pricing on request · 14-day trial Free trial✓ 0 of 5 features Visit SAS Viya

• Amazon SageMaker AI fits best

  Teams running end-to-end ML workloads on AWS

• SAS Viya fits best

  Enterprises needing governed analytics and model deployment

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature	Amazon SageMaker AI 9.4/10 Visit ↗	SAS Viya 9.2/10 Visit ↗
At a glance
Editor score	9.4	9.2
Ranking	#1 in Data Science and Machine Learning Platforms	#2 in Data Science and Machine Learning Platforms
Best for	Teams running end-to-end ML workloads on AWS	Enterprises needing governed analytics and model deployment
Pricing model	Paid	Paid
Starting price	Not checked yet	Pricing on request · 14-day trial
Free plan	—	—
Free trial	—	14 days
Deployment	Cloud	Cloud, Self-hosted
Platforms	Web	Web
Support	Docs	Email, Live chat, Phone, Tickets, Community, Docs
Integrations	6 integrations	18 integrations
Built for	Small business, Mid-market, Enterprise	Enterprise, Mid-market
Features Amazon SageMaker AI 1/5 · SAS Viya 0/5
Notebook environment	Not checked yet	Not checked yet
AutoML	Not checked yet	Not checked yet
Model deployment	Not checked yet	Not checked yet
GPU compute	Not checked yet	Not checked yet
Pipeline orchestration	✓ (best)	Not checked yet
Specs
Deployment model	Not checked yet	Not checked yet
Our review
Pros	Covers tracking, model registry, pipelines, feature storage, and inference Managed infrastructure supports training and distributed workloads Integrates with S3, IAM, KMS, VPC, PrivateLink, and MLflow	Combines statistical modeling, automated ML, forecasting, and model monitoring Supports explainability, fairness testing, bias detection, and governance Deploys models across cloud, on-premises, in-database, and edge environments
Cons	Usage-based costs span compute, storage, and data processing AWS Free Tier applies only during the first two months Some legacy features are unavailable to new customers or have ended support	Pricing requires contacting sales The breadth of capabilities may exceed the needs of teams seeking a focused tool No free plan is available
Our verdict	Amazon SageMaker AI is a managed machine-learning service for data scientists, developers, and ML engineers building, training, and deploying models on AWS. Its web-based Studio environment sits alongside APIs, SDKs, and CLI tools, so… Read the review →	SAS Viya brings data management, analytics, and AI into a platform for organizations that need to build models and put governed decisions into operation. Its audience includes enterprise and mid-market teams working with predictive… Read the review →

Strengths and trade-offs

• Amazon SageMaker AI — where it wins

  • Covers tracking, model registry, pipelines, feature storage, and inference
  • Managed infrastructure supports training and distributed workloads
  • Integrates with S3, IAM, KMS, VPC, PrivateLink, and MLflow

  Where it doesn't

  • Usage-based costs span compute, storage, and data processing
  • AWS Free Tier applies only during the first two months
  • Some legacy features are unavailable to new customers or have ended support

• SAS Viya — where it wins

  • Combines statistical modeling, automated ML, forecasting, and model monitoring
  • Supports explainability, fairness testing, bias detection, and governance
  • Deploys models across cloud, on-premises, in-database, and edge environments

  Where it doesn't

  • Pricing requires contacting sales
  • The breadth of capabilities may exceed the needs of teams seeking a focused tool
  • No free plan is available

• Amazon SageMaker AI9.4/10 · Paid

  A broad AWS-based ML lifecycle service with usage-based pricing and no ongoing free plan.

  Visit AWSFull verdict →
• SAS Viya9.2/10 · Pricing on request · 14-day trial

  A broad analytics and machine learning platform for governed, operational decision-making.

  Visit SAS ViyaFull verdict →