DataRobot vs TPOT
DataRobot
datarobot.comTPOT
epistasislab.github.ioSide by side
| Figure | DataRobot | TPOT |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | — |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Predictive Analytics Software | 8.0 (#12) | 7.3 (#23) |
| Spec score · AutoML Software | 7.9 (#11) | 7.3 (#18) |
| Founded | 2012 | 2016 |
| Integrations | The platform offers integrations for business applications, LLMs, APIs and frameworks, data platforms, and AI infrastructure. | The installation documentation lists scikit-learn and offers extra scikit-learn extensions through the tpot[sklearnex] installation option. |
| Purpose | DataRobot provides a platform to develop, deliver, and govern AI solutions, including agentic, generative, and predictive AI. | TPOT is a Python automated machine learning tool that optimizes machine learning pipelines using genetic programming. |
Plans
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.