| Price from | Free | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | — | Yes |
| API | Yes | — |
| Self-hosted | — | Yes |
| Plans published | 1 | 3 |
| Spec score · ML Experiment Tracking Software | 7.8 (#10) | 7.5 (#18) |
| Experiment tracking | Logged data is stored in a dvclive directory and tracked as a DVC experiment for analysis and comparison. | The platform tracks and compares experiments, model versions, hyperparameters, metrics, artifacts, and gradients. |
| Framework integrations | The supported ML frameworks listed include Fast.ai, Hugging Face, Keras, LightGBM, MMCV, Optuna, PyTorch, PyTorch Lightning, Scikit-learn, TensorFlow, XGBoost, and Ultralytics YOLO v8. | The documentation provides migration instructions for PyTorch Lightning and Hugging Face Transformers. |
| Support | DVC directs users to its Discord community, GitHub issues, and forum for help and feedback. | The pricing page includes email support for Pro and 24/7 support from founders for Enterprise. |
