Best Amazon SageMaker Autopilot Alternatives in 2026
The top Amazon SageMaker Autopilot alternatives are SAS Viya, DataRobot and IBM Watson Studio: 15 AutoML software our editors would look at instead of Amazon SageMaker Autopilot, in our ranking order.
Amazon SageMaker Autopilot: A broad, AWS-native AutoML workflow with usage-based pricing and vendor-cloud limits. Where it falls short: no perpetual free plan.
Switching from Amazon SageMaker Autopilot? For most automl software buyers the best Amazon SageMaker Autopilot alternative is SAS Viya, built for governed enterprise and regulated workloads. IBM Watson Studio has a free plan, which Amazon SageMaker Autopilot does not.
Why People Look for an Amazon SageMaker Autopilot Alternative
- No perpetual free plan
- Documented access is limited to AWS web, API, and SDK workflows
- Usage-based pricing can require planning for consistent workloads
- No free plan — 6 of the alternatives below have it
Quick Picks by What You Need
- Best overallSAS Viya9.3
Governed enterprise and regulated workloads
Visit SAS Viya - Best free optionIBM Watson Studio9.0
Has a free plan (Amazon SageMaker Autopilot has none)
Visit IBM Watson Studio
All 15 Amazon SageMaker Autopilot Alternatives, Ranked
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.
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Best forGoverned enterprise and regulated workloads
- Better than Amazon SageMaker Autopilot:
- Editor score 9.3 vs 8.8
A broad, governed AutoML platform for complex enterprise and regulated workloads.
9.3/10★★★★★Visit SAS Viya -
Best forTeams wanting focused enterprise AutoML
- Better than Amazon SageMaker Autopilot:
- Editor score 9.1 vs 8.8
A focused enterprise AutoML platform with forecasting, deployment, monitoring, and governance.
9.1/10★★★★★Visit DataRobot -
Best forTeams seeking affordable collaborative AutoML
- Better than Amazon SageMaker Autopilot:
- Free plan
- Editor score 9.0 vs 8.8
A broad AutoML workspace for teams that need collaboration, deployment and governance.
9.0/10★★★★☆Visit site -
Best forPractitioners needing deep automated modeling
- Better than Amazon SageMaker Autopilot:
- Editor score 8.9 vs 8.8
Deep automated modeling with forecasting, interpretability, deployment, and custom recipes.
8.9/10★★★★☆Visit H2O.ai -
Best forEnterprises automating feature discovery
Enterprise AutoML for automated feature discovery, modeling, deployment, and monitoring.
- Model explainability
- Feature engineering
- Automated model selection
8.7/10★★★★☆Visit dotData -
Best forVisual AutoML users with a free option
- Better than Amazon SageMaker Autopilot:
- Free plan
A visual AutoML workspace with forecasting, coding support, and local or hub-based execution.
8.6/10★★★★☆Visit Altair -
Best forMarketing teams needing predictive workflows
A broad AutoML platform for marketing prediction workflows and operational delivery.
8.5/10★★★★☆Visit Pecan AI -
Best forTeams wanting priced, API-first AutoML
- Better than Amazon SageMaker Autopilot:
- Free plan
API-first AutoML with forecasting, explainability, automation, and flexible deployment options.
8.4/10★★★★☆Visit BigML -
Best forDevelopers wanting broad open-source AutoML
- Better than Amazon SageMaker Autopilot:
- Free plan
A free, broad AutoML platform with APIs, clients, connectors, and model export.
8.3/10★★★★☆Visit H2O.ai -
Best forPython teams needing open-source forecasting
A Python-first AutoML library for automated modeling, forecasting, and batch deployment.
8.2/10★★★★☆Visit AutoGluon -
Best forDevelopers needing flexible open-source search
- Better than Amazon SageMaker Autopilot:
- Free plan
A flexible Python library for automated model search across diverse ML tasks.
8.1/10★★★★☆Visit FLAML -
Best forResearchers building multimodal pipelines
A code-first AutoML framework for researchers working across tables, text, and images.
- Model explainability
- Feature engineering
- Automated model selection
8.0/10★★★★☆Visit FEDOT -
Best forPython users wanting explainable open-source AutoML
A capable open-source Python AutoML package for explainable tabular modeling.
7.9/10★★★★☆Visit MLJAR -
Best forTeams handling tabular, text, and image data
A flexible open-source AutoML framework for tabular, text, and image workflows.
- Model explainability
- Feature engineering
- Automated model selection
7.8/10★★★★☆Visit LightAutoML -
Best forPyTorch developers needing automated search
- Better than Amazon SageMaker Autopilot:
- Free plan
A free, code-first AutoML toolkit for PyTorch search, tuning, preprocessing, and ensembles.
- Feature engineering
- Automated model selection
7.7/10★★★★☆Visit Auto-PyTorch
Amazon SageMaker Autopilot Alternatives: Common Questions
What is the best alternative to Amazon SageMaker Autopilot?
SAS Viya: #1 in our AutoML Software ranking, with an editor score of 9.3 out of 10. A broad, governed AutoML platform for complex enterprise and regulated workloads.
Is there a free alternative to Amazon SageMaker Autopilot?
Yes. IBM Watson Studio, Altair AI Studio, BigML, H2O-3 and AutoGluon have a free plan or a free tier (10 of the 15 alternatives on this page).
Why do people look for Amazon SageMaker Autopilot alternatives?
No perpetual free plan; Documented access is limited to AWS web, API, and SDK workflows; Usage-based pricing can require planning for consistent workloads.
How do I switch from Amazon SageMaker Autopilot?
Export your data from Amazon SageMaker Autopilot (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Amazon SageMaker Autopilot.
How to Switch from Amazon SageMaker Autopilot
- Export your data from Amazon SageMaker Autopilot (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Amazon SageMaker Autopilot.
Amazon SageMaker Autopilot vs Each Alternative
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 5 | Amazon SageMaker Autopilot | No | 8.8 | |
| 1 | SAS Viya | No | 9.3 | |
| 2 | DataRobot | 9.1 | ||
| 3 | IBM Watson Studio | Yes | 9.0 | |
| 4 | H2O Driverless AI | No | 8.9 | |
| 5 | dotData Enterprise | 8.7 | ||
| 6 | Altair AI Studio | Yes | 8.6 | |
| 7 | Pecan AI | 8.5 | ||
| 8 | BigML | Yes | $10,000/yr | 8.4 |
| 9 | H2O-3 | Yes | Free | 8.3 |
| 10 | AutoGluon | Free | 8.2 | |
| 11 | FLAML | Yes | Free | 8.1 |
| 12 | FEDOT | Free | 8.0 | |
| 13 | MLJAR AutoML | Free | 7.9 | |
| 14 | LightAutoML | Free | 7.8 | |
| 15 | Auto-PyTorch | Yes | Free | 7.7 |
Head-to-Head
- Amazon SageMaker Autopilot vs SAS Viya
- Amazon SageMaker Autopilot vs DataRobot
- Amazon SageMaker Autopilot vs IBM Watson Studio
- Amazon SageMaker Autopilot vs H2O Driverless AI
- Amazon SageMaker Autopilot vs dotData Enterprise
- Amazon SageMaker Autopilot vs Altair AI Studio
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update