Everything you love from Community Edition, plus additional capabilities for managing larger teams, roles and permissions, and advanced security.
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Community EditionOpen Source |
Community EditionOpen Source |
EnterpriseContact sales for pricing |
EnterpriseContact sales for pricing |
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Data Security & Compliance |
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Role-Based Access Control Assign roles (Owner, Admin, Manager, Reviewer, Annotator) and granular permissions. |
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Single Sign-On Integrate your SAML or LDAP auth system or SCIM to centrally manage access to Label Studio. |
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Activity Logs System of record that tracks every action taken in Label Studio and the associated user. |
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Advanced cloud storage integrations Support for AWS IAM and additional enterprise-grade service providers. |
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SOC2 & HIPAA Reporting Access to SOC 2 and HIPAA reporting for ongoing compliance. |
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Deployment & Support |
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Deployment Method Secure cloud platform architected for complete data privacy. |
On-Prem | Cloud or On-Prem | ||||
99.9% Uptime SLA Get best-in-class uptime backed by service level agreement. |
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Customer Success Manager Dedicated customer success manager to support onboarding, education, and escalations. Early access and ability to provide feedback on the product roadmap. |
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Technical Support Dedicated team of experts ready to help you get the most out of Label Studio. |
Community Slack / Github issues | Highest priority support with response time SLAs | ||||
Project & Workflow Management |
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Projects Organizes the settings, users, and dataset for a specific project. |
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Templates Prebuilt user interfaces configured and optimized for specific data labeling scenarios. |
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Data Management Panel Explore, refine, and perform bulk actions on project data. |
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API/SDK & Webhooks Programatic access to Label Studio functionality that can be embedded into other systems. |
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Comments & Notifications Collaborate and leave questions on labeling tasks before submitting. |
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Automatic Annotator Assignment Automatically assign tasks based on project configuration rules. |
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Annotation-Only Portal Simplified dashboard that organizes labeling tasks for an individual annotator. |
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Custom Scripts Fully customize your labeling workflow and interface by adding custom JavaScript to your Project. |
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Project Performance Dashboards Manage project timelines, improve resource allocation, and update training and instructions to increase the efficiency of your dataset development initiatives |
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Shared Workspaces Organizes related projects by team, department, or product. Users can only access workspaces they associated with. |
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Quality Control & Reporting |
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Verification & QA Review and verify other users' annotation and prediction results. |
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Assign Reviewer Assign individual users to review and verify specific annotations. |
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Annotator Performance Dashboards Metrics and statistics to review and monitor individual annotator performance. |
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Overlap Configuration Set how many annotators must label each sample. |
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Automatic Task Reassignment Reassign tasks with low agreement scores to new annotators. |
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Annotator Consensus Matrices Matrices used to compare labeling results by different annotators. |
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Label Distribution Charts Identify possible problems with your dataset distribution, such as an unbalanced dataset. |
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Automation & Generative AI |
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ML Backend Integration Connect GenAI and ML models to Projects for pre-labeling, interactive labeling, and model evaluation. |
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Automated Active Learning Loops Minimize the total amount of data required for labeling by strategically sampling observations. |
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Prompt Evaluation & Fine-Tuning Rapidly create, evaluate, and optimize prompts using real-time quality feedback. |
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Auto-Labeling with LLMs Swiftly generate thousands of high-quality annotations using constrained generation and proximity to ground truth. |
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Bootstrap Labeling Predictions Leverage LLMs to generate predictions and confidence scores for human review. |
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Dataset Sourcing & Curation Generate embeddings, explore data via semantic search, similarity search, and filtering, and send labeling tasks to Projects. |
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LLM-Powered Model Evaluation Choose from ready-to-use evaluators, or define custom metrics and fine-tune evaluators for domain-specific applications. |
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Integrated Human Supervision Deep dive into automated evaluation results with fully integrated workflows for human supervision. |
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Data Management & Supported Formats |
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Cloud Storage Integration Connect cloud storage from AWS, GCP, and Azure for read/write access. |
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Import / Export Import datasets for labeling. Export labeled datasets for inclusion in your model training. |
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Image |
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Audio |
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Video |
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HTML Hypertext |
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Time Series |
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Mixed Types |
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