Tool overview
Labelbox is listed under AI Infrastructure & MLOps AI tools.
What is Labelbox?
Labelbox combines an enterprise data platform with expert workforces for labeling, RLHF, model evaluation, benchmarks, robotics data, and specialist-model training. Its current portfolio includes platform tools and managed data programs for frontier and enterprise AI.
Best for
AI labs and enterprises producing, evaluating, and managing differentiated training data
Who is it for?
Decision note
Suitable for evaluation after confirming final commercial terms, permissions, data handling, lifecycle status, and edit-screen aliases. Keep Needs Review enabled until a human verifies the published profile.
Key features
Multimodal annotation and project management
Expert labeling services across many domains
RLHF, preference data, benchmarks, and model evaluation
Dataset catalog, search, curation, and model-assisted labeling
Python SDK and high-volume API operations
Enterprise security, roles, SSO, and managed services
Use cases
Producing labeled training datasets
Running LLM preference and evaluation projects
Managing computer-vision annotation programs
Creating robotics and physical-AI datasets
Training enterprise specialist models
Pros
- Combines platform software with expert services
- Permanent free tier provides monthly Labelbox Units
- Supports high-volume API and SDK workflows
- Covers frontier and enterprise post-training needs
Limitations
Human and model-assisted labels can contain errors or bias. Teams should validate sampling, instructions, worker quality, privacy, LBU estimates, model-assisted predictions, and downstream training effects.
Pricing details
Billing options
Pricing note
The Free subscription includes 500 LBUs each month. Starter uses a fixed rate of $0.10 per LBU, while Enterprise and managed labeling services use custom terms. Foundry inference, labeling services, SSO, and HIPAA support can add separate charges.
Supported languages
- English
Integrations
Amazon S3
Google Cloud Storage
Azure Blob Storage
Snowflake
Python SDK
REST API
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