# SuperAnnotate vs Toloka

**Leader by Vioscale score:** Toloka

| Attribute | SuperAnnotate | Toloka |
|---|---|---|
| **Vioscale score** | 28.7 (30% (low)) | 42.5 (41% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true}` |
| description.long | 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. | Platform that builds custom data collection and annotation pipelines for AI model development, leveraging a network of specialists across domains to create training datasets, preference data, and quality assurance for LLMs and AI agents. |
| features.capabilities | - | `{"soc2":true,"open_source":false,"rlhf_preference_data":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` |
| integrations.count | 2 | 6 |
| integrations.list | `[{"name":"Databricks"},{"name":"Meta AI Segment Anything Model"}]` | `[{"name":"Nebius"},{"name":"Microsoft Azure"},{"name":"Zendesk"},{"name":"Databricks"},{"name":"Tavily"},{"name":"Model Context Protocol (MCP)"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"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"}` | `{"type":"quote","sourceUrl":"https://toloka.ai/arena-pricing","retrievedAt":"2026-08-25T21:40:31.114Z"}` |
| pricing.free_tier | no | - |
| pricing.model | commercial | quote |
| 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 | SuperAnnotate | Toloka |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | - | ✓ |
| Programmatic labeling | - | ✓ |
| Rlhf preference data | - | ✓ |
| On prem private cloud | - | ✓ |
| Open source | - | ✗ |
| SOC2 | - | ✓ |

*Source: Vioscale. Generated 2026-09-01T17:13:37.759Z. "-" = undocumented, not absent.*