Head-to-head · AutoML Software
SAS Viya vs dotData Enterprise
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
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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 |
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| Cons |
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| 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 → |
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 →
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- H2O Driverless AI vs dotData Enterprise
- Amazon SageMaker Autopilot vs dotData Enterprise
- dotData Enterprise vs Altair AI Studio
All AutoML software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







