DataRobot
DataRobot: A mature predictive AI platform for automated modeling, deployment, monitoring, and governance. Ranked #5 of 38 in Predictive Analytics Software by our editors (8.9/10); pricing: Pricing on request · 30-day trial; best for organizations scaling automated model operations.
At a glance
- Editor score8.9 / 10
- PricingPricing on request · 30-day trial
- Best forOrganizations scaling automated model operations
- Forecasting workflowsYes
- Founded2012 · Boston, Massachusetts, United States
- Facts checked20 Sep 2026
Where it wins
- Automated machine learning with blueprint selection and managed experimentation
- Batch and real-time deployment with monitoring and observability
- Forecasting, evaluation, governance, APIs, and major cloud integrations
Where it doesn't
- Paid pricing requires a contact-sales process
- Trial access focuses on batch prediction
- The broad platform may exceed the needs of smaller teams
Our verdict on DataRobot
DataRobot is an enterprise AI platform for developing, deploying, monitoring, and governing predictive models. Its predictive capabilities cover automated machine learning, classification, regression, anomaly detection, clustering, and time-series forecasting. Organizations in regulated industries can use model versioning, governance workflows, compliance documentation, and deployment controls across managed SaaS, virtual private cloud, on-premise, and self-managed environments. It is best suited to teams scaling automated model operations rather than those seeking a narrowly focused forecasting tool.
The platform’s evaluation and deployment coverage is a central strength. Teams can compare models through leaderboards, backtesting, accuracy metrics, and insights, then deliver predictions through batch or real-time deployments. Time-series and multiseries modeling support forecasting workflows, while model monitoring and observability extend the workflow beyond initial training. Managed notebooks and no-code experimentation provide different working styles, and REST API plus Python client access supports integration into existing applications and data processes.
DataRobot connects with AWS, Microsoft Azure, Google Cloud, and Snowflake, giving cloud and data-platform teams several ecosystem options. The published offering includes a 30-day self-service trial, with trial users receiving batch-prediction access; paid deployment capabilities vary by subscription. Paid pricing follows a contact-sales model, so organizations should assess required deployment modes, governance needs, integrations, and operating environments before selecting a subscription. DataRobot is a strong fit for enterprises that need a broad lifecycle platform with formal oversight. Smaller teams with simple modeling needs may prefer a more focused product with less operational scope.
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DataRobot pricing
DataRobot fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | Not verified |
| Forecasting workflows | Yes |
| Model evaluation | Yes |
| Automated machine learning | Yes |
| Deployment mode | Batch_and_real-time |
| Time-series modeling | Yes |
| Data connectors | Not verified |
| API access | Yes |
| Free trial | 30 days |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, ISO 27001, GDPR, HIPAA, SSO/SAML, 2FA |
| Support | Email, Tickets, Community, Docs |
| Built for | Enterprise (editorial estimate) |
| Integrations | 4 integrations: AWS, Microsoft Azure, Google Cloud, Snowflake See all → |
| Pricing | Pricing on request · 30-day trial |
| Website | datarobot.com |
| Facts checked | 20 Sep 2026 |
DataRobot integrations
DataRobot lists 4 integrations on its own site.
- AWS
- Microsoft Azure
- Google Cloud
- Snowflake
See all DataRobot integrations →
Alternatives to DataRobot
- SAS ViyaA broad, governed analytics platform for operational predictive decisioning.9.4
- SAS Advanced AnalyticsA broad enterprise platform for forecasting, machine learning, and governed model deployment.9.1
- Azure Machine LearningA broad managed ML lifecycle service, particularly suited to teams already working in Azure.9.0
See all DataRobot alternatives →
DataRobot vs the competition
- DataRobot vs SAS Viya
- DataRobot vs SAS Advanced Analytics
- DataRobot vs Azure Machine Learning
- DataRobot vs Amazon SageMaker Canvas
- DataRobot vs IBM Watson Studio
- DataRobot vs H2O Driverless AI
Compare DataRobot with any tool side by side →
Also Ranked In
DataRobot is ranked in 11 of our directories; the 6 strongest besides Predictive Analytics Software.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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