| Price from | — | — |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| Linux | Yes | Yes |
| API | — | Yes |
| Self-hosted | — | Yes |
| Plans published | 0 | 1 |
| Spec score · Experiment Tracking | 7.1 (#15) | 7.4 (#12) |
| Spec score · ML Experiment Tracking Software | 7.0 (#28) | 7.4 (#21) |
| Purpose | MLtraq is an open-source Python library for ML and AI developers to design, execute, track, and share experiments. | Valohai describes itself as an MLOps platform for orchestrating machine learning workflows and managing compute, datasets, and pipelines. |
| Support | The project directs users to GitHub Discussions to ask questions and share ideas. | Subscriptions include technical support from the Customer Engineering team, along with training and onboarding resources. |
