| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | Yes | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Experiment Tracking | 7.5 (#8) | 7.4 (#12) |
| Spec score · ML Experiment Tracking Software | 7.4 (#19) | 7.4 (#21) |
| Intended users | The project is for managing, versioning, and auditing machine learning models across their lifecycle. | Valohai presents the platform for ML teams that need to build, test, and deploy models while managing compute, datasets, and pipelines. |
| Purpose | ModelDB versions machine learning models and tracks ML metadata across the model lifecycle. | 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 issues for bug reports and feature requests and to Slack for questions and help. | Subscriptions include technical support from the Customer Engineering team, along with training and onboarding resources. |
