Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Zeabur records 275,642 monthly visits with -15.9% growth and Free Trial, Paid pricing.
The environments frontier AI trains on, and the agents that do the recurring work
AI DevOps engineer that deploys and scales your apps
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | zeabur.com |
| Pricing Model | Contact for Pricing | Free Trial, Paid |
| Monthly Visits | 762.8K (762,803) | 275.64K (275,642) |
| MoM Traffic Delta | -225.17K (-22.8%) | -52.03K (-15.9%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇹🇼 Taiwan (40%) |
| Direct Visits / mo | 370.02K | 153.95K |
| User Rating | 4.4 | 4.4 |
| 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.
AI DevOps engineer that deploys and scales your apps
An AI agent that reads your code, detects the language and framework, then plans builds and performs deployment actions from natural-language prompts.
Rent and manage discounted servers from AWS, Hetzner, Linode and others, or run dedicated compute in the region and provider you prefer.
Register domains, manage DNS records with automatic SSL, and send transactional or marketing email with SMTP configured automatically.
Deploy ready-made templates such as AI chatbots, Discord bots and forms in one click, or publish your own and earn money.
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.
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.
SpecialistOptimized specifically for running cloud sandboxes and AI agents rather than general web app hosting.
SpecialistOptimized specifically for running cloud sandboxes and AI agents rather than general web app hosting.
SpecialistSelf-hosted cloud development environments and AI coding agents for enterprise teams
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.
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SpecialistTailored specifically for AI coding agents to provision databases, authentication, and hosting via CLI.
SpecialistProvides persistent Linux virtual machines with root SSH access instead of managed application hosting.
SpecialistProvides persistent Linux virtual machines with root SSH access instead of managed application hosting.
