# Supervisely vs Toloka

| Attribute | Supervisely | Toloka |
|---|---|---|
| **vioscaleAI score** | 54.9 (74% (medium)) | 52.5 (58% (medium)) |
| content.faq | `[{"answer":"Supervisely is a web-based platform for labeling images, videos, 3D point clouds, and medical images, with built-in AI-assisted annotation, neural network training, and model deployment capabilities. It supports on-premise and cloud deployments with Python SDK and REST API integration. It is indexed under Data Labeling.","source":"https://supervisely.com","question":"What is Supervisely?","confidence":0.6},{"answer":"Supervisely offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://supervisely.com","question":"Is Supervisely free?","confidence":0.6},{"answer":"Supervisely supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://supervisely.com","question":"What platforms does Supervisely support?","confidence":0.6},{"answer":"Yes. Supervisely can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://supervisely.com","question":"Can Supervisely be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Supervisely, including Github, Gitlab, AWS, Azure, OpenID and LDAP. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://supervisely.com","question":"What does Supervisely integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 for Supervisely. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Supervisely not holding them. Always confirm compliance directly before you rely on it.","source":"https://supervisely.com","question":"What security certifications does Supervisely have?","confidence":0.48}]` | `[{"answer":"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. It is indexed under Data Labeling.","source":"https://toloka.ai/arena-pricing","question":"What is Toloka?","confidence":0.6},{"answer":"Toloka 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://toloka.ai/arena-pricing","question":"How much does Toloka cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Toloka. 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://toloka.ai/arena-pricing","question":"What platforms does Toloka support?","confidence":0.6},{"answer":"Yes. Toloka can be deployed cloud / SaaS and on-premise, so it does not have to run on the vendor's infrastructure.","source":"https://toloka.ai/arena-pricing","question":"Can Toloka be self-hosted?","confidence":0.6},{"answer":"We have confirmed 6 integrations for Toloka, including Nebius, Microsoft Azure, Zendesk, Databricks, Tavily and Model Context Protocol (MCP). This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://toloka.ai/arena-pricing","question":"What does Toloka integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Toloka. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Toloka not holding them. Always confirm compliance directly before you rely on it.","source":"https://toloka.ai/security/security-principles","question":"What security certifications does Toloka have?","confidence":0.7},{"answer":"Toloka is available worldwide. Its primary markets are the United States, Switzerland and the EU. The vendor is headquartered in Switzerland.","source":"https://toloka.ai/arena-pricing","question":"Where is Toloka available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true,"on_prem":true}` |
| description.long | Supervisely is a web-based platform for labeling images, videos, 3D point clouds, and medical images, with built-in AI-assisted annotation, neural network training, and model deployment capabilities. It supports on-premise and cloud deployments with Python SDK and REST API integration. | Toloka is a data curation platform where users specify their annotation goals and an agent automatically assembles the complete data collection and labeling workflow. It combines a network of 200,000+ domain experts with AI-assisted quality validation to produce training datasets for language models, AI agents, and other machine learning systems. |
| features.capabilities | `{"open_source":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"soc2":true,"open_source":false,"rlhf_preference_data":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` |
| integrations.count | 3 | 6 |
| integrations.list | `[{"name":"Github"},{"name":"Gitlab"},{"name":"AWS"},{"name":"Azure"},{"name":"OpenID"},{"name":"LDAP"},{"name":"Google Cloud Storage","native":true,"category":"storage","direction":"inbound"}]` | `[{"name":"Nebius"},{"name":"Microsoft Azure"},{"name":"Zendesk"},{"name":"Databricks"},{"name":"Tavily"},{"name":"Model Context Protocol (MCP)"}]` |
| market.availability | - | `{"hqCountry":"CH","primaryMarkets":["US","CH","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","plans":[{"free":true,"name":"Community","summary":"Free","features":["Image labeling","Video labeling (basic)","3D point cloud labeling","Medical 3D labeling (basic)","Neural network integration","GPU connection","API access","Python SDK"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"EUR"}],"description":"For open source projects, individuals, ML researchers and small teams","contactSales":false,"includedLimits":{"files":"10,000","storage":"5 GB","team_members":"2","retention_days":"30","smart_tool_requests_per_day":"500"}},{"free":false,"name":"Pro","summary":"From 199€/month with 30-day free trial","features":["Full image labeling with AI assistance","Full video labeling with tracking","3D point cloud labeling with interactive tools","Medical 3D labeling with DICOM support","Team collaboration and role-based access","Labeling job queues and exams","Dataset quality assurance","Neural network training and inference","Foundation models and CLIP embeddings","Synthetic data generation","Inference APIs","Custom model integration","Cloud storage integration","Data visualization and analytics","Public and private app deployment","SSO support","GPU cluster support"],"components":[{"kind":"fixed","amount":199,"period":"month","currency":"EUR"}],"description":"Best choice for startups, labeling teams and smaller businesses","contactSales":false,"includedLimits":{"files":"50,000","storage":"50 GB","team_members":"3","retention_days":"None","smart_tool_requests_per_day":"5,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["All Pro features","Self-hosted deployment (on-premises)","Air-gapped deployment (offline mode)","Custom SSL certificates and DNS","Virus scanning and asset verification","Custom roles and permissions","User activity monitoring and audit logs","Data anonymization and PII handling","HIPAA compliance","GDPR compliance","Single Sign-On (SSO/LDAP/OIDC)","Personal success manager","Managed annotation services","Custom integration services","SLA support"],"description":"Self-hosted or cloud solution for companies with custom requirements of any size","contactSales":true,"includedLimits":{"files":"unlimited","storage":"unlimited","team_members":"unlimited"}}],"addOns":[{"name":"Image Max","components":[{"kind":"fixed","amount":99,"period":"month","currency":"EUR"}]},{"name":"Video Max","components":[{"kind":"fixed","amount":99,"period":"month","currency":"EUR"}]},{"name":"Medical Max","components":[{"kind":"fixed","amount":149,"period":"month","currency":"EUR"}]},{"name":"Cloud Max (3D point cloud)","components":[{"kind":"fixed","amount":399,"period":"month","currency":"EUR"}]},{"name":"Storage expansion (per 100 GB)","components":[{"kind":"fixed","amount":40,"period":"month","currency":"EUR"}]},{"name":"File limit expansion (per 100,000 files)","components":[{"kind":"fixed","amount":40,"period":"month","currency":"EUR"}]},{"name":"Additional team member","components":[{"kind":"fixed","amount":85,"period":"month","currency":"EUR"}]},{"name":"Labeling member (annotator with limited roles)","components":[{"kind":"per_unit","unit":"user","amount":35,"period":"month","currency":"EUR"}]},{"name":"Labeling hours","components":[{"per":{"qty":1,"unit":"hour"},"kind":"metered","amount":0.65,"currency":"EUR"}]}],"summary":"Free tier for researchers and small teams; Pro from 199€/month; Enterprise custom pricing","freeTier":true,"sourceUrl":"https://supervisely.com/pricing/","retrievedAt":"2026-10-12T21:43:32.152Z","freeTrialDays":30,"startingPrice":{"amount":199,"period":"month","currency":"EUR"},"billingPeriods":["month"]}` | `{"type":"quote","summary":"Contact sales for pricing","freeTier":false,"sourceUrl":"https://toloka.ai/arena-pricing","retrievedAt":"2026-09-10T09:12:26.177Z"}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | quote |
| pricing.price_level | high | unknown |
| pricing.starting_price | `{"amount":199,"currency":"EUR"}` | - |
| pricing.transparent | yes | no |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.soc2 | yes | yes |
| security.trust_center | https://supervisely.com/data-and-users/security/ | https://toloka.ai/legal/privacy-notice |

## Capabilities (Data Labeling)

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

*Source: vioscaleAI. Generated 2026-10-16T20:03:13.262Z. "-" = undocumented, not absent.*