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Listed · Reviewed Apr 2026 · 7-criteria rubric
AI Development Tools

Labelbox

The Data Factory Powering Frontier AI Model Training

by Labelbox Inc · San Francisco, CA, USA · Founded 2018

Pricing
Contact sales
Platforms
API
Available
Last Updated
Apr 25, 2026

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

Reinforcement Learning Data Factory With Expert-Crafted Rubrics at Scale
Multimodal Data Labeling for Image, Video, Audio, Text, and Geospatial
Private AGI Benchmarks and Arena-Style Model Evaluation Leaderboards
Alignerr Expert Network With 1.5M+ Knowledge Workers Across 200+ Domains
Full-Stack Robotics Data Collection With AI-Powered Diversity Steering
AI Agent Training and Trajectory Evaluation via Multimodal Chat Editor
Integrated VS Code IDE for High-Quality Coding Data Generation
RLHF, SFT, and Preference Ranking for Frontier LLM Post-Training

Who Is Labelbox For

1 ML Engineers Building Training Datasets
2 AI Researchers Running Model Evaluations
3 Data Science Teams Curating Annotation Pipelines

Pros & Cons

Pros 4 benefits
  • Powerful Multimodal Annotation Editors
  • 1.5M+ Expert Labeler Network
  • Generous Free Tier Included
  • Monthly Platform Release Cadence
Cons 3 limitations
  • Steep Learning Curve Initially
  • Usage-Based Pricing Complexity
  • Enterprise Features Require Upgrade

Frequently Asked Questions

5 questions

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

Custom Roles Filters And Audio Transcription In Editors April 2026

Added compatible permission filters for custom roles and audio transcription support directly within the video and audio editors for global and temporal text classifications.

Apr 6
AI Critic And Auto-Generated Rubrics In Multimodal Chat March 2026

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.

Mar 4
View all updates

Security & Privacy

SOC 2 Type II GDPR Compliant ISO 27001 CCPA Compliant HIPAA (Add-on)
End-to-end encryption (AES-256 at rest, TLSv1.2+ in transit) Auth0-based authentication SSO/SAML support Role-based access control (RBAC) with custom roles Delegated access for customer-hosted cloud assets

Collaboration & Teams

Team Workspaces Multi-User Access Role Permissions Shared Projects Real-time Comments Version History Activity Log

Learning & Support

Resources

Documentation Video Tutorials Blog

Community

Forum

Support Channels

Email Priority Dedicated Manager Onboarding

Localization

1
UI Languages
200+
Content Languages

All Features of Labelbox

1
Reinforcement Learning Data Factory With Expert-Crafted Rubrics at Scale
2
Multimodal Data Labeling for Image, Video, Audio, Text, and Geospatial
3
Private AGI Benchmarks and Arena-Style Model Evaluation Leaderboards
4
Alignerr Expert Network With 1.5M+ Knowledge Workers Across 200+ Domains
5
Full-Stack Robotics Data Collection With AI-Powered Diversity Steering
6
AI Agent Training and Trajectory Evaluation via Multimodal Chat Editor
7
Integrated VS Code IDE for High-Quality Coding Data Generation
8
RLHF, SFT, and Preference Ranking for Frontier LLM Post-Training

Labelbox Videos & Tutorials

Labelbox User Reviews

No reviews yet. Be the first to review Labelbox!

Labelbox Pricing

Contact sales

Custom Pricing

Contact for enterprise plans

View Pricing

Company Info

Company Labelbox Inc
Location San Francisco, CA, USA
Founded 2018
Team Size 200-500

Labelbox Popularity

485
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0
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The Data Factory Powering Frontier AI Mo
N/A ★★★★★ 4.5
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