Ludwig vs Valohai
| Ludwig | Valohai | |
|---|---|---|
| Free plan | Yes | No |
| Free trial | No | Yes |
| Paid from | Free | — |
| Open source | No | No |
| Platforms | api, Linux, macOS, self-hosted, Windows | api, Linux, self-hosted, Web |
| Free plan | Yes | No |
| Training mode | both | — |
| Deployment targets | multiple | — |
| GPU acceleration | Yes | — |
| Distributed training | Yes | — |
| Supported languages | Python | — |
| Model formats | SafeTensors, torch.export, ONNX, MLflow | — |
Both are listed in Best Deep Learning Software. On Specifiction, Ludwig scores higher on our published basis.