DataRobot vs KNIME Analytics Platform
DataRobot
datarobot.com
KNIME Analytics Platform
knime.comSide by side
| Figure | DataRobot | KNIME Analytics Platform |
|---|---|---|
| Price from | — | $19/mo |
| Free plan | — | Yes |
| Free trial | Yes | Yes |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 1 | 4 |
| Spec score · Data Science and Machine Learning Platforms | 7.9 (#7) | 8.1 (#6) |
| Spec score · Low-Code Machine Learning Platforms Software | 7.9 (#8) | 8.1 (#5) |
| Spec score · Data Science Platforms | 7.9 (#10) | 8.1 (#8) |
| Spec score · Predictive Analytics Software | 8.0 (#12) | 8.3 (#7) |
| Spec score · Data Science Analytics | 7.9 (#14) | 8.1 (#11) |
| Founded | 2012 | 2006 |
| Governance | The platform uses role-based access control with default and custom roles and fine-tuned sharing permissions. | The Trust Center describes workflow auditability, versioning, credential encryption, team credential management, and data anonymization capabilities. |
| Headquarters | Boston, Massachusetts, United States | Zurich, Switzerland |
| Integrations | The platform offers integrations for business applications, LLMs, APIs and frameworks, data platforms, and AI infrastructure. | Listed integrations include databases and warehouses such as PostgreSQL, Snowflake, Databricks, and BigQuery, plus cloud services, BI tools, and AI providers. |
| Purpose | DataRobot provides a platform to develop, deliver, and govern AI solutions, including agentic, generative, and predictive AI. | KNIME Analytics Platform creates visual workflows for data access, transformation, analysis, modeling, and visualization. |
| Security | DataRobot says it encrypts data in transit and at rest and supports SAML single sign-on, LDAP for Self-Managed customers, and multi-factor authentication. | 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
DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions. Its Agent Workforce Platform supports building production agents, deploying them across infrastructure, and governing them organization-wide. Development tools include data and tool registries, a vector store, code-first workflows, and workflow evaluation and comparison. Integrations cover business applications, LLMs, APIs and frameworks, data platforms, and AI infrastructure, with documented connections to AWS, Azure, Google Cloud, and Snowflake. The platform can run on-premise, in a virtual private cloud, or as software as a service. DataRobot says it encrypts data in transit and at rest and supports SAML single sign-on, multifactor authentication, and LDAP for self-managed customers. It lists ISO 27001 and SOC 2 Type II certifications. Pricing is on request, with a 30-day trial. The trial costs nothing, allows up to five team members, and deletes data and assets 30 days after expiration unless the user contacts Sales.
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.