Head-to-head · Predictive Analytics Software
SAS Viya vs BigML
SAS Viya leads on 0 checks, BigML on 1, and 5 are even. Who comes out ahead on the 6 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 · 9.4/10
- Free planonly BigML
- Free trialboth
SAS Viya scores higher on our rubric for predictive analytics software: 9.4 against 7.6 out of 10; our editors rank them #1 and #18.
BigML offers free plan; SAS Viya doesn't. On deployment mode, SAS Viya gives you Batch_and_real-time where BigML offers Real-time.
SAS Viya is the better fit for governed enterprise analytics and decisioning. BigML is the better fit for teams wanting a flexible low-code predictive platform.
- SAS Viya fits best
Governed enterprise analytics and decisioning
- BigML fits best
Teams wanting a flexible low-code predictive platform
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Side by side
| Feature | SAS Viya 9.4/10 Visit ↗ | BigML 7.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.4 | 7.6 |
| Ranking | #1 in Predictive Analytics Software | #18 in Predictive Analytics Software |
| Best for | Governed enterprise analytics and decisioning | Teams wanting a flexible low-code predictive platform |
| Pricing model | Paid | Free plan + paid |
| Starting price | Pricing on request · 14-day trial | $10,000/yr |
| Free plan | — | ✓ (best) |
| Free trial | 14 days | 3 days |
| Free trial length | 14 days | 3 days · no card needed |
| Deployment | Cloud, Self-hosted | Cloud, Self-hosted, Desktop |
| Platforms | Web | Web, macOS |
| Support | Email, Live chat, Phone, Tickets, Community, Docs | Email, Live chat, Phone · 24/7 |
| Integrations | 18 integrations | 15 integrations |
| Built for | Enterprise, Mid-market | Small business, Mid-market, Enterprise |
| Features SAS Viya 5/5 · BigML 5/5 | ||
| Forecasting workflows | ✓ | ✓ |
| Model evaluation | ✓ | ✓ |
| Automated machine learning | ✓ | ✓ |
| Time-series modeling | ✓ | ✓ |
| API access | ✓ | ✓ |
| Specs | ||
| Deployment mode | Batch_and_real-time | Real-time |
| Data connectors | Not checked yet | 4 |
| Our review | ||
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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, develop predictive models, and operationalize decisions. It supports visual and code-based statistical modeling, machine learning, automated machine… Read the review → |
BigML is a cloud and deployable machine learning platform for analysts, developers, scientists, and organizations. It covers classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, topic… Read the review → |
Strengths and trade-offs
SAS Viya — where it wins
- Broad modeling, forecasting, governance, and deployment coverage
- Supports batch and real-time decisioning across cloud, on-premises, and edge
- Python, R, Java, REST APIs, and major cloud and data platforms
Where it doesn't
- Pricing requires a contact-sales process
- There is no free plan
- Its breadth is geared toward enterprise-scale analytics programs
BigML — where it wins
- Free plan includes unlimited tasks and resources
- Supports forecasting, AutoML, evaluation, and explainability
- Cloud, on-premises, private-cloud, API, and self-hosted options
Where it doesn't
- Paid entry starts at $1,000 per month
- Free tasks are limited to 16 MB datasets and two parallel tasks
- BigML Lite is limited to five users and one organization
- SAS Viya9.4/10 · Pricing on request · 14-day trial
A broad, governed analytics platform for operational predictive decisioning.
Visit SAS ViyaFull verdict → - BigML7.6/10 · Free plan · 3-day trial
A flexible low-code predictive platform with broad modeling, automation, and deployment options.
Visit BigMLFull verdict →
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All predictive analytics software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







