H2O Driverless AI vs WEKA Data Platform
H2O Driverless AI
h2o.aiWEKA Data Platform
weka.ioSide by side
| Figure | H2O Driverless AI | WEKA Data Platform |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | — |
| macOS | Yes | — |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Low-Code Machine Learning Platforms Software | 7.9 (#9) | 6.8 (#17) |
| Deployment | Models can be deployed as REST endpoints, cloud services, or optimized Java code for edge devices. | WEKA describes deployment across edge, on-premises, hybrid-cloud, and multicloud environments. |
| Founded | 2012 | 2013 |
| Headquarters | Mountain View, California, United States | Campbell, California, United States |
Plans
WEKA Data Platform
- WEKA Data Platform [Private Offer Only]Priced on request
In their own words
H2O Driverless AI
H2O Driverless AI automates machine-learning work from feature engineering and model building through validation, tuning, selection, visualization, interpretability, and scoring-pipeline generation. It explains model output at both global and individual-prediction levels. Models can be deployed as REST endpoints, cloud services, or optimized Java code for edge devices. Supported hardware includes NVIDIA GPUs, IBM Power 9, and Intel x86 CPUs; GPU-accelerated algorithms include XGBoost, TensorFlow, and LightGBM. Documented integrations include Kubernetes, Kubeflow, SageMaker, Alteryx, Jupyter/Python, KDB, Qlik, Trifacta, and UiPath. Data sources include HDFS, Amazon S3, Azure Blob Storage, Google BigQuery, Google Cloud Storage, Snowflake, JDBC, Databricks, and Delta Table. Cloud installation options are H2O AI Cloud, AWS, Azure, and Google Cloud. H2O offers a 21-day public-cloud evaluation license and a guided two-hour cloud test drive. Commercial licensing requires contacting sales; no price is listed. The default installation disables security, so production use calls for secure installation.
WEKA Data Platform
WEKA Data Platform has no write-up on Specifiction yet; its figures are above.