# CloudFactory vs SuperAnnotate

**Leader by vioscaleAI score:** CloudFactory

| Attribute | CloudFactory | SuperAnnotate |
|---|---|---|
| **vioscaleAI score** | 54.2 (46% (low)) | 41.1 (57% (medium)) |
| content.faq | `[{"answer":"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. It is indexed under Data Labeling.","source":"https://www.cloudfactory.com/pricing","question":"What is CloudFactory?","confidence":0.6},{"answer":"CloudFactory does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.cloudfactory.com/pricing","question":"How much does CloudFactory cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to CloudFactory. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.cloudfactory.com/pricing","question":"What platforms does CloudFactory support?","confidence":0.6},{"answer":"Yes. CloudFactory can be deployed cloud / SaaS and on-premise, so it does not have to run on the vendor's infrastructure.","source":"https://www.cloudfactory.com/pricing","question":"Can CloudFactory be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for CloudFactory. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as CloudFactory not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.cloudfactory.com/blog/compliance-strategy-2025-regulations","question":"What security certifications does CloudFactory have?","confidence":0.7}]` | `[{"answer":"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. It is indexed under Data Labeling.","source":"https://www.superannotate.com/pricing","question":"What is SuperAnnotate?","confidence":0.6},{"answer":"SuperAnnotate is sold across 2 plans: Starter and Enterprise. We have not confirmed a published price for every tier. There is no free tier. Pricing changes often, so verify at source before relying on it.","source":"https://www.superannotate.com/pricing","question":"How much does SuperAnnotate cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to SuperAnnotate. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.superannotate.com/pricing","question":"What platforms does SuperAnnotate support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for SuperAnnotate, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.superannotate.com/pricing","question":"Can SuperAnnotate be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for SuperAnnotate. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as SuperAnnotate not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.superannotate.com/security-at-superannotate","question":"What security certifications does SuperAnnotate have?","confidence":0.7},{"answer":"SuperAnnotate is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://www.superannotate.com/pricing","question":"Where is SuperAnnotate available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"on_prem":true}` | `{"cloud":true}` |
| description.long | A platform for developing and deploying AI systems that perform reliably in production. It helps organizations prepare high-quality data, orchestrate models and agents, and ensure auditable AI behavior while integrating with existing infrastructure. | 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}` | `{"soc2":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.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO/IEC 27001:2022","status":"active"}]` |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |
| security.trust_center | - | https://www.superannotate.com/trust-center |

## Capabilities (Data Labeling)

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

*Source: vioscaleAI. Generated 2026-10-16T21:32:03.222Z. "-" = undocumented, not absent.*