Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. ZBrain records 11,674 monthly visits with -22.5% growth and Free Trial, Paid, Contact for Pricing pricing.
The environments frontier AI trains on, and the agents that do the recurring work
One governed control layer for enterprise agentic AI
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | zbrain.ai |
| Pricing Model | Contact for Pricing | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 762.8K (762,803) | 11.67K (11,674) |
| MoM Traffic Delta | -225.17K (-22.8%) | -3.4K (-22.5%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (63.4%) |
| Direct Visits / mo | 370.02K | 4.64K |
| User Rating | 4.4 | 4.1 |
| Supported Platforms | Website | Website |
The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.
One governed control layer for enterprise agentic AI
Agents register their purpose, owner, identity, tools, data sources, autonomy level and access scope, then run through gates for policy, confidence, budget, models and audit before acting.
Policies, approvals, exceptions and escalations across enterprise, functional and application levels can be traced through a single audit view, with a kill switch to stop all actions instantly.
Govern agents built on Azure AI Foundry, AWS Bedrock, Google Vertex AI, LangGraph, Google ADK, Semantic Kernel or Microsoft Agent Framework without rebuilding them.
ZBrain Analyzer, Design and Solution Builder carry a use case from analysis and technical design into a deployed, production-ready agentic solution, with governance embedded at every stage.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutonomous enterprise AI agents and CRM intelligence powered by Salesforce Data 360 and Atlas.
SpecialistAutomate work across thousands of apps — no code required
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistA secure environment where teams build, deploy and govern AI agents, apps and automations
SpecialistA secure environment where teams build, deploy and govern AI agents, apps and automations
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
SpecialistOne governed path to production for AI-built apps and agents
SpecialistOne governed path to production for AI-built apps and agents
Intelligent process orchestration and AI governance for complex enterprise operations
Intelligent process orchestration and AI governance for complex enterprise operations
