# Amazon SageMaker Ground Truth vs Supervisely

**Leader by vioscaleAI score:** Amazon SageMaker Ground Truth

| Attribute | Amazon SageMaker Ground Truth | Supervisely |
|---|---|---|
| **vioscaleAI score** | 75 (71% (medium)) | 54.9 (74% (medium)) |
| content.faq | `[{"answer":"A machine learning service that enables organizations to improve generative AI model performance by incorporating human feedback throughout the model lifecycle. It helps transform generic AI models into production-ready solutions optimized for specific business requirements through collaborative fine-tuning, testing, and expert support. It is indexed under Data Labeling.","source":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","question":"What is Amazon SageMaker Ground Truth?","confidence":0.6},{"answer":"Amazon SageMaker Ground Truth offers a free tier, so you can start without paying. Paid plans are also available: SageMaker AI - Pay-as-you-go, Amazon Q Developer and SageMaker Catalog. Pricing changes often, so verify at source before relying on it.","source":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","question":"Is Amazon SageMaker Ground Truth free?","confidence":0.6},{"answer":"Amazon SageMaker Ground Truth supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","question":"What platforms does Amazon SageMaker Ground Truth support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Amazon SageMaker Ground Truth, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","question":"Can Amazon SageMaker Ground Truth be self-hosted?","confidence":0.6},{"answer":"We have confirmed 15 integrations for Amazon SageMaker Ground Truth, including Amazon S3, Amazon Redshift, AWS Glue, Amazon Athena, Amazon EMR, Amazon MWAA, JupyterLab and Amazon Bedrock, plus 7 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","question":"What does Amazon SageMaker Ground Truth integrate with?","confidence":0.6},{"answer":"We have independently confirmed HIPAA and GDPR for Amazon SageMaker Ground Truth. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon SageMaker Ground Truth not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/trust-center/?nc1=f_cc","question":"What security certifications does Amazon SageMaker Ground Truth have?","confidence":0.7}]` | `[{"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}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"air_gapped":true,"self_hosted":true}` |
| description.long | A machine learning service that enables organizations to improve generative AI model performance by incorporating human feedback throughout the model lifecycle. It helps transform generic AI models into production-ready solutions optimized for specific business requirements through collaborative fine-tuning, testing, and expert support. | 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. |
| features.capabilities | `{"open_source":false,"on_prem_private_cloud":false,"model_assisted_labeling":true}` | `{"open_source":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` |
| integrations.count | 15 | 3 |
| integrations.list | `[{"name":"Amazon S3"},{"name":"Amazon Redshift"},{"name":"AWS Glue"},{"name":"Amazon Athena"},{"name":"Amazon EMR"},{"name":"Amazon MWAA"},{"name":"JupyterLab"},{"name":"Amazon Bedrock"},{"name":"SageMaker Pipelines"},{"name":"SageMaker Model Monitor"},{"name":"SageMaker Feature Store"},{"name":"SageMaker Data Wrangler"},{"name":"Amazon Q"},{"name":"CloudWatch"},{"name":"CloudTrail"}]` | `[{"name":"Github"},{"name":"Gitlab"},{"name":"AWS"},{"name":"Azure"},{"name":"OpenID"},{"name":"LDAP"},{"name":"Google Cloud Storage","native":true,"category":"storage","direction":"inbound"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"SageMaker AI - Pay-as-you-go","summary":"Pay-as-you-go with no upfront commitments. Charges based on compute, storage, and data processing usage.","features":["Instance usage for training and hosting","Storage (EBS volumes, S3)","Data processing jobs","Model deployment","MLOps via SageMaker Pipelines and Model Monitor"],"description":"Usage-based pricing for compute, storage, data processing, and model operations","contactSales":false,"includedLimits":{"free_monthly":"AWS Free Tier for SageMaker notebooks, API requests, and metadata storage"}},{"free":false,"name":"Amazon Q Developer","summary":"Fixed cost per user per month","features":["Code generation and testing","Security scanning","Resource optimization","Data integration support","Natural language query support"],"minSeats":1,"commitment":"monthly","description":"Fixed monthly cost for AI-assisted development and analysis features","contactSales":false},{"free":true,"name":"SageMaker Catalog","summary":"$0.4/GB metadata storage, $10 per 100k API requests, $1.776 per compute unit (beyond free tier)","features":["Metadata storage and management","API requests for data access","Automatic asset ingestion from data sources","Scheduled synchronization","AI-generated business descriptions"],"components":[{"per":{"qty":1,"unit":"GB_metadata"},"kind":"metered","amount":0.4,"period":"month","currency":"USD"},{"per":{"qty":100000,"unit":"requests"},"kind":"metered","amount":10,"period":"month","currency":"USD"},{"per":{"qty":1,"unit":"compute_unit"},"kind":"metered","amount":1.776,"period":"month","currency":"USD"}],"description":"Pay-as-you-go for metadata management, data discovery, and asset ingestion","contactSales":false,"includedLimits":{"api_requests":"4,000 free per month","compute_units":"0.2 free per month","metadata_storage":"20 MB free per month"}}],"summary":"Pay-as-you-go model with no minimum commitment or upfront fees. Free tier included for most components. Amazon Q Developer charged at fixed rate per user/month. SageMaker Catalog charges per GB, API requests, and compute units after free allotment.","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","retrievedAt":"2026-08-21T11:11:08.213Z","billingPeriods":["month"]}` | `{"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"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | high |
| pricing.starting_price | - | `{"amount":199,"currency":"EUR"}` |
| pricing.transparent | yes | yes |
| security.certifications | `[{"name":"PCI-DSS","status":"active"},{"name":"HIPAA/HITECH","status":"active"},{"name":"FedRAMP","status":"active"},{"name":"FIPS 140-3","status":"active"}]` | - |
| security.disclosure_policy | yes | - |
| security.fedramp | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | - |
| security.pci | yes | - |
| security.soc2 | yes | yes |
| security.trust_center | https://aws.amazon.com/security/?nc1=f_cc | https://supervisely.com/data-and-users/security/ |

## Capabilities (Data Labeling)

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

*Source: vioscaleAI. Generated 2026-10-16T20:02:00.347Z. "-" = undocumented, not absent.*