auto-sklearn vs KNIME Analytics Platform
auto-sklearn
automl.github.io
KNIME Analytics Platform
knime.comSide by side
| Figure | auto-sklearn | KNIME Analytics Platform |
|---|---|---|
| Price from | Free | $19/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 1 | 4 |
| Spec score · Predictive Analytics Software | 7.9 (#13) | 8.3 (#7) |
| Security | The opened product documentation describes time and memory resource limits but does not state security certifications or compliance claims. | KNIME describes security capabilities for user and asset management, data transfer, controlled deployment, monitoring, and logging. |
Plans
KNIME Analytics Platform
- KNIME Analytics PlatformFree
- Pro$19 a month
- Team$99 a month
- Business HubPriced on request
In their own words
auto-sklearn
auto-sklearn has no write-up on Specifiction yet; its figures are above.
KNIME Analytics Platform
KNIME Analytics Platform is a free, open-source desktop application for building visual workflows to access, transform, analyze, model, and visualize data. It runs on Linux, macOS, and Windows and offers more than 300 connectors to data sources and services. Workflows can blend data of any size and type, then aggregate, sort, filter, and join it locally, in databases, or in distributed big-data environments. The platform includes interactive charts, spreadsheet task automation, machine-learning libraries, LLMs, and GenAI-assisted visualizations. Users can add Python, R, and JavaScript scripts or extend workflows with custom code. Listed integrations include PostgreSQL, Snowflake, Databricks, and BigQuery, along with cloud services, BI tools, and AI providers. KNIME describes security and governance capabilities such as workflow auditability and versioning, credential management, monitoring, logging, and data anonymization. It says processing takes place through KNIME Software on infrastructure chosen by the user. Downloading requires an email address and acceptance of terms and the Privacy Policy.