# CloudFactory vs SuperAnnotate

| Attribute | CloudFactory | SuperAnnotate |
|---|---|---|
| **Vioscale score** | 42.1 (32% (low)) | 28.7 (30% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true}` | `{"cloud":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. | A platform that combines AI-powered annotation tools, data management capabilities, and human expertise to help ML teams produce accurate training datasets. Supports multimodal data (text, image, video, audio) with workflow automation, quality assurance, and project management features. |
| features.capabilities | `{"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | - |
| integrations.count | - | 2 |
| integrations.list | - | `[{"name":"Databricks"},{"name":"Meta AI Segment Anything Model"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":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"}` | `{"type":"hybrid","plans":[{"free":false,"name":"Starter","features":["Image, video, text, and audio editors","Data curation and exploration","Analytics and insights","Team and project management","Platform onboarding"],"description":"For image, video, text, and audio editors; data curation and exploration; analytics","contactSales":false,"includedLimits":{"compute_hours":"1000/month"}},{"free":false,"name":"Enterprise","features":["Fully customizable multimodal editor","Advanced analytics and insights","Dedicated solutions engineer","AI DataOps consulting","SSO","Dedicated Slack channel","Dedicated customer success manager"],"description":"For high-volume AI projects with advanced capabilities","contactSales":true,"includedLimits":{"compute_hours":"10000/month"}}],"summary":"Contact sales for pricing details","currency":"USD","freeTier":false,"sourceUrl":"https://www.superannotate.com/pricing","retrievedAt":"2026-08-20T14:06:44.395Z"}` |
| pricing.free_tier | no | no |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | unknown |
| pricing.transparent | no | no |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Data Labeling)

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

*Source: Vioscale. Generated 2026-09-01T17:29:38.920Z. "-" = undocumented, not absent.*