Labelbox
The Data Factory Powering Frontier AI Model Training
by Labelbox Inc · San Francisco, CA, USA · Founded 2018
What is Labelbox?
Labelbox is an AI data factory platform used by over 80% of leading AI labs in the US. It provides enterprise-grade tools for data annotation, model evaluation, and reinforcement learning data generation across text, image, video, and audio modalities.
The platform combines advanced labeling editors, built-in AI automation with model-assisted labeling and LLM-as-a-judge, real-time quality assurance analytics, and a multimodal chat arena for head-to-head model comparisons.
Through its Alignerr expert network of 1.5M+ knowledge workers including 50K+ PhDs, Labelbox delivers specialized training data for post-training and RLHF workflows at scale.
Labelbox — The Data Factory Powering Frontier AI Model Training Whether you're evaluating Labelbox for your team or comparing it to alternatives in the AI Development Tools category, this in-depth review covers everything: features, pricing, real user reviews, pros and cons, integrations, and direct comparisons against competitors.
Labelbox Demo Video
Key Features 8
Who Is Labelbox For
Pros & Cons
- Powerful Multimodal Annotation Editors
- 1.5M+ Expert Labeler Network
- Generous Free Tier Included
- Monthly Platform Release Cadence
- Steep Learning Curve Initially
- Usage-Based Pricing Complexity
- Enterprise Features Require Upgrade
Frequently Asked Questions
5 questionsLabelbox supports images, video, text, audio, PDFs, documents, geospatial tiles, and conversational data. Each modality has a purpose-built editor with specialized tools like bounding boxes, polygons, semantic segmentation, NER, temporal classifications, and multimodal chat interfaces.
Labelbox Foundry provides pre-loaded frontier models that generate pre-annotations on your data. Labelers then review and correct these predictions instead of annotating from scratch, significantly accelerating throughput while maintaining quality through human oversight.
The multimodal chat editor enables live or offline evaluation of LLMs. You can compare up to 10 models in a chat arena, capture human preference judgments, perform step-by-step reasoning analysis, and generate rubric-based scores across text, code, vision, and audio tasks.
Labelbox delivers RLHF and reinforcement learning data through expert-crafted scoring rubrics, preference pairs, and reward signals. The Alignerr network provides domain specialists across coding, science, finance, and more to produce high-quality post-training data at scale.
Yes. Labelbox offers a Python SDK, GraphQL API, and native integrations with 25+ data sources including AWS S3, Google Cloud Storage, and Azure Blob. You can use delegated access or signed URLs to keep data in your own cloud environment without transferring assets.
Who is Labelbox for?
Labelbox is most useful for ML Engineers Building Training Datasets, AI Researchers Running Model Evaluations and Data Science Teams Curating Annotation Pipelines.
Labelbox pricing
Labelbox uses contact-based (enterprise) pricing. Contact sales. For the current tier breakdown and any limits, see the pricing section above or check the vendor's pricing page directly — limits and prices change.
What's New
Added compatible permission filters for custom roles and audio transcription support directly within the video and audio editors for global and temporal text classifications.
Introduced natural language AI critic for auto-critiquing elements before submission, AI-generated rubrics from task instructions, and upgraded video editor to Meta SAM3 for auto-segmentation.
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