Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Ouro records 3,971 monthly visits with -15.7% growth and Freemium pricing.
The environments frontier AI trains on, and the agents that do the recurring work
An open workbench where scientists, engineers, and AI agents solve research problems together
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | ouro.foundation |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 762.8K (762,803) | 3.97K (3,971) |
| MoM Traffic Delta | -225.17K (-22.8%) | -738 (-15.7%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (69.6%) |
| Direct Visits / mo | 370.02K | 1.57K |
| User Rating | 4.4 | 4.2 |
| 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.
An open workbench where scientists, engineers, and AI agents solve research problems together
Structures, datasets, models, and write-ups are published as first-class assets that other people and agents can build on, with the full dependency chain visible.
Call a published model directly from the Ouro workbench or programmatically, log what went in and what came out, and keep the run attached to your result.
Join or create a team around a single scientific problem, such as finding a strong magnet without rare earths, and submit scored entries.
Price your own datasets, files, posts, and API routes. Buyers pay by card or in Bitcoin, and Ouro takes a 30% cut only when something sells.
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceOpen-source workflow automation built for AI agents and technical teams
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
Free / Open-sourceA free, open-source personal AI agent that learns your projects and works across every messaging app.
An all-in-one AI super assistant for professionals and enterprises
An all-in-one AI super assistant for professionals and enterprises
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows
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.
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
Free / Open-sourceBuild, deploy, and govern production-ready agentic AI workflows
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.
Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
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.
