Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. RIDO Protocol records 5,176 monthly visits with -34.7% growth and Flexible pricing.
The environments frontier AI trains on, and the agents that do the recurring work
Own your personal data and turn it into value on-chain
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | rido.io |
| Pricing Model | Contact for Pricing | Flexible |
| Monthly Visits | 762.8K (762,803) | 5.18K (5,176) |
| MoM Traffic Delta | -225.17K (-22.8%) | -2.75K (-34.7%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (58.4%) |
| Direct Visits / mo | 370.02K | 2.13K |
| User Rating | 4.4 | 3.5 |
| 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.
Own your personal data and turn it into value on-chain
Data owners can adjust who may access their information at any time, while edits to the underlying data must conform to its declared definition.
Users define new data variables, declare their structure and generation function, and reuse those variables across multiple applications.
Access rules can be expressed through NFTs, tokens or bespoke logic, so anyone meeting the conditions can read the data without a central gatekeeper.
A two-way market where users list or offer data information and ownership rights, with a DataFi layer designed to move both data and value.
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.
Free / Open-sourcePrivacy-first AI surveys with end-to-end encrypted responses
Free / Open-sourcePrivacy-first AI surveys with end-to-end encrypted responses
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-sourceA personal AI that learns you, then acts and socializes on your behalf
Free / Open-sourceA personal AI that learns you, then acts and socializes on your behalf
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.
Free / Open-sourceInstitution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
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.
Free / Open-sourceUK crypto tax software with portfolio tracking and AI appraisals
Free / Open-sourceUK crypto tax software with portfolio tracking and AI appraisals
