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Head-to-head · AutoML Software

SAS Viya vs dotData Enterprise

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
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
dotData Enterprise #6 in AutoML Software 8.7/10 Pricing on request ✓ 3 of 3 features Visit dotData

SAS Viya leads on 0 checks, dotData Enterprise on 0, and 4 are even. Who comes out ahead on the 4 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 · 9.3/10
  • Free trialonly SAS Viya
  • Most featuresdotData Enterprise · 3 of 3

SAS Viya scores higher on our rubric for automl software: 9.3 against 8.7 out of 10; our editors rank them #1 and #6.

SAS Viya is the better fit for governed enterprise and regulated workloads. dotData Enterprise is the better fit for enterprises automating feature discovery.

  • SAS Viya fits best

    Governed enterprise and regulated workloads

  • dotData Enterprise fits best

    Enterprises automating feature discovery

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 SAS Viya 9.3/10 Visit ↗ dotData Enterprise 8.7/10 Visit ↗
At a glance
Editor score 9.3 8.7
Ranking #1 in AutoML Software #6 in AutoML Software
Best for Governed enterprise and regulated workloads Enterprises automating feature discovery
Pricing model Paid Paid
Starting price Pricing on request · 14-day trial Pricing on request
Free plan — Not checked yet
Free trial 14 days —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Email, Live chat, Phone, Tickets, Community, Docs Email, Phone
Integrations 18 integrations 4 integrations
Built for Enterprise, Mid-market Enterprise
Features SAS Viya 0/3 · dotData Enterprise 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 Batch
Workflow interface Not checked yet Visual
Hosting model Not checked yet Both
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 multi-table feature engineering and feature discovery
  • Combines model search, comparison, explainability, and time-series modeling
  • Supports web, API, and self-hosted deployment with drift monitoring
Cons
  • Pricing requires a sales conversation
  • No free plan is available
  • Its broad enterprise scope may exceed simpler AutoML needs
  • Pricing requires a sales conversation
  • The platform is focused on enterprise predictive analytics workflows
  • Batch deployment is the listed deployment option
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 →

dotData Enterprise is a no-code machine-learning platform for analytics teams and business users working with complex enterprise data. It covers data preparation, automated feature engineering, feature discovery, model building, model…

Read the review →
  1. SAS ViyaAutoML Software 9.3Pricing on request · 14-day trial
  2. dotData EnterpriseAutoML Software 8.7Pricing on request

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
  • dotData Enterprise — where it wins

    • Automates multi-table feature engineering and feature discovery
    • Combines model search, comparison, explainability, and time-series modeling
    • Supports web, API, and self-hosted deployment with drift monitoring

    Where it doesn't

    • Pricing requires a sales conversation
    • The platform is focused on enterprise predictive analytics workflows
    • Batch deployment is the listed deployment option
  • 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 →
  • dotData Enterprise8.7/10 · Pricing on request

    Enterprise AutoML for automated feature discovery, modeling, deployment, and monitoring.

    Visit dotDataFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update