# Appen vs Labelbox

| Attribute | Appen | Labelbox |
|---|---|---|
| **vioscaleAI score** | 54.7 (39% (low)) | 54.4 (58% (medium)) |
| content.faq | `[{"answer":"A data annotation platform that combines human expertise with automation to produce high-quality training data for frontier AI models. Supports multiple modalities including text, images, audio, video, and 3D data for AI development. It is indexed under Data Labeling.","source":"https://appen.com","question":"What is Appen?","confidence":0.6},{"answer":"We have confirmed browser-based access to Appen. 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://appen.com","question":"What platforms does Appen support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Appen, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://appen.com","question":"Can Appen be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Appen, including IBM Watson, AWS and Azure. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://appen.com","question":"What does Appen integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Appen. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Appen not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.appen.com/ai-regulatory-compliance","question":"What security certifications does Appen have?","confidence":0.7},{"answer":"Appen is available worldwide. The vendor is headquartered in Australia.","source":"https://appen.com","question":"Where is Appen available?","confidence":0.75}]` | `[{"answer":"A platform providing training data, evaluation infrastructure, and expert human feedback for AI model development. Includes specialized support for reinforcement learning, robotics, and enterprise AI agent applications. It is indexed under Data Labeling.","source":"https://labelbox.com","question":"What is Labelbox?","confidence":0.6},{"answer":"Labelbox offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://labelbox.com","question":"Is Labelbox free?","confidence":0.8},{"answer":"We have confirmed browser-based access to Labelbox. 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://labelbox.com","question":"What platforms does Labelbox support?","confidence":0.6},{"answer":"Yes. Labelbox can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://labelbox.com","question":"Can Labelbox be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Labelbox. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Labelbox not holding them. Always confirm compliance directly before you rely on it.","source":"https://labelbox.com/company/security/","question":"What security certifications does Labelbox have?","confidence":0.7},{"answer":"Labelbox is available worldwide. Its primary market is the United States.","source":"https://labelbox.com","question":"Where is Labelbox available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | A data platform providing expert-reviewed training datasets, human feedback for model alignment, and quality assurance services to support the development and improvement of AI models at scale. | A platform providing training data, evaluation infrastructure, and expert human feedback for AI model development. Includes specialized support for reinforcement learning, robotics, and enterprise AI agent applications. |
| features.capabilities | `{"rlhf_preference_data":true}` | `{"soc2":true,"rlhf_preference_data":true}` |
| integrations.count | 3 | 3 |
| integrations.list | `[{"name":"IBM Watson"},{"name":"AWS"},{"name":"Azure"}]` | `[{"name":"Slack","category":"chat"},{"name":"GitHub","category":"developer"},{"name":"Notion","category":"productivity"}]` |
| market.availability | `{"hqCountry":"AU","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing.free_tier | - | yes |
| pricing.model | - | freemium |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |
| security.trust_center | - | https://labelbox.com/company/security/ |

## Capabilities (Data Labeling)

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

*Source: vioscaleAI. Generated 2026-10-16T20:49:03.126Z. "-" = undocumented, not absent.*