# DVCLive vs Valohai

| Attribute | DVCLive | Valohai |
|---|---|---|
| **Vioscale score** | 26 (3% (low)) | 50.4 (22% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A Python API for logging training metrics and artifacts during ML experiments, designed to work seamlessly with Git repositories and multiple cloud storage backends for reproducible, tracked machine learning workflows. | Valohai is an MLOps infrastructure platform that automates and tracks machine learning workflows, experiments, and model deployments. It provides unified cost and performance monitoring across any cloud, on-premises, or hybrid infrastructure, eliminating the complexity of managing ML infrastructure separately. |
| integrations.count | 7 | - |
| integrations.list | `[{"name":"Hydra"},{"name":"GitHub"},{"name":"AWS S3"},{"name":"Microsoft Azure"},{"name":"Google Cloud"},{"name":"Google Drive"},{"name":"Alibaba Cloud OSS"}]` | - |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"FI","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"cli":true,"web":true}` |
| pricing | - | `{"type":"quote","freeTier":false,"sourceUrl":"https://valohai.com/pricing/","retrievedAt":"2026-08-19T09:08:16.306Z","freeTrialDays":14,"billingPeriods":["month"]}` |
| pricing.free_tier | - | no |
| pricing.model | - | quote |
| pricing.price_level | - | unknown |
| pricing.transparent | - | yes |
| security.gdpr | - | yes |
| security.soc2 | - | yes |

## Capabilities (Experiment Tracking)

| Capability | DVCLive | Valohai |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | - | - |
| Open source | - | - |
| Metrics and artifact logging | - | - |
| Native hyperparameter sweeps | - | - |
| Run comparison diffing | - | - |
| Model registry bundled | - | - |
| Data versioning integration | - | - |
| Distributed multi node tracking | - | - |
| Team collaboration workspaces | - | - |
| LLM genai eval tracking | - | - |
| RBAC governance | - | - |
| SOC2 | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T15:18:15.769Z. "-" = undocumented, not absent.*