H2O Driverless AI
H2O Driverless AI: Automated modeling with interpretability, forecasting, and deployment for technical teams. Ranked #7 of 38 in Predictive Analytics Software by our editors (8.8/10); pricing: Pricing on request · 21-day trial; best for automated modeling with strong interpretability.
At a glance
- Editor score8.8 / 10
- PricingPricing on request · 21-day trial
- Best forAutomated modeling with strong interpretability
- Free planNo
- Forecasting workflowsYes
- Facts checked20 Sep 2026
Where it wins
- Automates feature engineering, validation, tuning, and model selection
- Provides forecasting, explanations, visualizations, and custom recipes
- Supports REST deployment, scoring artifacts, and Python and R APIs
Where it doesn't
- Pricing requires contacting sales
- No free plan is available
- Support status should be verified before purchase
Our verdict on H2O Driverless AI
H2O Driverless AI is an enterprise automated machine-learning platform for data scientists, analysts, and IT teams. It supports tabular predictive modeling and time-series forecasting while automating feature engineering, model validation, tuning, selection, visualization, interpretability, and deployment. Its focus suits organizations that want modeling workflows with generated outputs and explanations rather than a narrowly manual modeling environment.
The platform connects with Amazon S3, Hadoop HDFS, Google Cloud Storage, Google BigQuery, Hive, MinIO, Snowflake, KDB+, Azure Blob Storage, JDBC, H2O Drive, H2O AI Feature Store, Databricks, and Delta Lake. Models can be exported as Python and Java scoring artifacts, exposed through REST endpoints, or deployed through cloud services and standalone pipelines. Python and R client APIs extend access for development teams, while batch and real-time deployment support fits both scheduled scoring and service-based applications. These capabilities make it a good match for teams working across established data platforms and requiring a path from modeling to operational use.
According to the vendor's pricing information, Driverless AI uses contact-sales pricing, has no free plan, and offers a 21-day trial. It is available through web, Windows, macOS, Linux, and API access, and can be installed standalone or used through H2O AI Cloud. The commercial license and license-key requirement make procurement part of the evaluation process. Buyers should also verify current support status with H2O.ai before purchase because the published support information identifies a date that requires clarification alongside the listed version. Choose Driverless AI for automated modeling with interpretability and deployment options; consider alternatives if transparent self-service pricing or a free plan is essential.
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H2O Driverless AI pricing
H2O Driverless AI fact sheet
| Free plan | No |
|---|---|
| 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 | 21 days |
| Deployment | Cloud, Self-hosted |
| Platforms | Web, Windows, macOS, Linux |
| Support | Community, Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 14 integrations: Amazon S3, Hadoop HDFS, Google Cloud Storage, Google BigQuery, Hive, MinIO … See all → |
| Pricing | Pricing on request · 21-day trial |
| Website | h2o.ai |
| Facts checked | 20 Sep 2026 |
H2O Driverless AI integrations
H2O Driverless AI lists 14 integrations on its own site.
- Amazon S3
- Hadoop HDFS
- Google Cloud Storage
- Google BigQuery
- Hive
- MinIO
- Snowflake
- KDB+
- Azure Blob Storage
- JDBC
- H2O Drive
- H2O AI Feature Store
- Databricks
- Delta Lake
See all H2O Driverless AI integrations →
Alternatives to H2O Driverless AI
- 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 H2O Driverless AI alternatives →
H2O Driverless AI vs the competition
- H2O Driverless AI vs SAS Viya
- H2O Driverless AI vs SAS Advanced Analytics
- H2O Driverless AI vs Azure Machine Learning
- H2O Driverless AI vs Amazon SageMaker Canvas
- H2O Driverless AI vs DataRobot
- H2O Driverless AI vs IBM Watson Studio
Compare H2O Driverless AI with any tool side by side →
Also Ranked In
H2O Driverless AI is ranked in 5 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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