Head-to-head · Data Science Analytics
SAS Viya vs Apache Zeppelin
SAS Viya leads on 0 checks, Apache Zeppelin on 0, and 2 are even. Who comes out ahead on the 2 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 · 9.0/10
- Free trialonly SAS Viya
- Most featuresApache Zeppelin · 1 of 5
SAS Viya scores higher on our rubric for data science analytics: 9.0 against 8.6 out of 10; our editors rank them #3 and #7.
SAS Viya is the better fit for enterprises needing governed analytics across environments. Apache Zeppelin is the better fit for teams using Spark and interactive notebooks.
- SAS Viya fits best
Enterprises needing governed analytics across environments
- Apache Zeppelin fits best
Teams using Spark and interactive notebooks
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Side by side
| Feature | SAS Viya 9.0/10 Visit ↗ | Apache Zeppelin 8.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.0 | 8.6 |
| Ranking | #3 in Data Science Analytics | #7 in Data Science Analytics |
| Best for | Enterprises needing governed analytics across environments | Teams using Spark and interactive notebooks |
| Pricing model | Paid | Free |
| Starting price | Pricing on request · 14-day trial | Open source |
| Free plan | — | Not checked yet |
| Free trial | 14 days | — |
| Deployment | Cloud, Self-hosted | Self-hosted |
| Platforms | Web | Web, macOS, Linux |
| Support | Email, Live chat, Phone, Tickets, Community, Docs | Community, Docs |
| Integrations | 18 integrations | 14 integrations |
| Built for | Enterprise, Mid-market | Small business, Mid-market, Enterprise |
| Features SAS Viya 0/5 · Apache Zeppelin 1/5 | ||
| AutoML | Not checked yet | Not checked yet |
| Model deployment | Not checked yet | Not checked yet |
| GPU compute | Not checked yet | ✓ (best) |
| SQL workspace | Not checked yet | Not checked yet |
| Dashboarding | Not checked yet | Not checked yet |
| Specs | ||
| Deployment model | Not checked yet | Not checked yet |
| Primary interface | Not checked yet | Not checked yet |
| Our review | ||
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| Cons |
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| Our verdict | SAS Viya brings data integration, analytics, and AI into a platform for organizations that need to build and govern predictive models and operationalize decisions. Its fit is strongest for enterprise and mid-market teams working across… Read the review → |
Apache Zeppelin is a self-hosted, web-based notebook for interactive data analytics, visualization, and collaboration. It is aimed at teams that work in Spark and other notebook-based environments, from small groups to enterprise teams.… Read the review → |
Strengths and trade-offs
SAS Viya — where it wins
- Combines visual and code-based modeling with automated ML and forecasting
- Tracks model validation, monitoring, retraining, explainability, and fairness
- Deploys across cloud, on-premises, in-database, and edge environments
Where it doesn't
- Pricing is handled through a contact-sales process
- No free plan is offered
- Its broad governance and deployment scope may exceed narrower analytics needs
Apache Zeppelin — where it wins
- Built-in Spark integration plus pluggable language and data interpreters
- Real-time collaboration, notebook sharing, and Git-based versioning
- REST API and Kubernetes interpreter pods with optional GPU requests
Where it doesn't
- Self-hosted deployment means teams manage their own environment
- Notebook workflows may not suit teams seeking end-to-end model lifecycle tools
- Support is through community and documentation
- SAS Viya9.0/10 · Pricing on request · 14-day trial
A broad analytics platform for enterprises managing models across environments.
Visit SAS ViyaFull verdict → - Apache Zeppelin8.6/10 · Open source
A self-hosted notebook for teams working with Spark, interpreters, and shared analysis.
Try Apache ZeppelinFull verdict →
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All data science analytics comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







