# CloudFactory vs Dataloop

| Attribute | CloudFactory | Dataloop |
|---|---|---|
| **Vioscale score** | 42.1 (32% (low)) | 50.5 (12% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true}` | - |
| description.long | CloudFactory provides data preparation, model development, and inference management services that combine human expertise with AI technology to ensure production AI systems deliver consistent, trustworthy results. | Dataloop provides end-to-end data management with built-in automation pipelines and annotation tools, designed to help teams prepare and label data for AI model training and deployment. |
| features.capabilities | `{"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"programmatic_labeling":true}` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","summary":"Custom consumption-based pricing with annual commitments; free analysis provided before purchase","freeTier":false,"sourceUrl":"https://www.cloudfactory.com/pricing","retrievedAt":"2026-08-21T11:08:57.792Z"}` | - |
| pricing.free_tier | no | - |
| pricing.model | quote | - |
| pricing.price_level | unknown | - |
| pricing.transparent | no | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Data Labeling)

| Capability | CloudFactory | Dataloop |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | ✓ | - |
| Programmatic labeling | ✓ | ✓ |
| Rlhf preference data | - | - |
| On prem private cloud | ✓ | - |
| Open source | - | - |
| SOC2 | - | - |

*Source: Vioscale. Generated 2026-09-01T16:45:18.655Z. "-" = undocumented, not absent.*