Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Omnilert records 35,214 monthly visits with +17.7% growth and Contact for Pricing pricing.
The environments frontier AI trains on, and the agents that do the recurring work
AI gun detection and automated emergency response for your existing security cameras
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | omnilert.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 762.8K (762,803) | 35.21K (35,214) |
| MoM Traffic Delta | -225.17K (-22.8%) | +5.3K (+17.7%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (71.9%) |
| Direct Visits / mo | 370.02K | 7.99K |
| User Rating | 4.4 | 4.6 |
| 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 gun detection and automated emergency response for your existing security cameras
Turns passive surveillance cameras into proactive early-warning systems that recognize firearms and active-shooter threats in a fraction of a second.
Triggers coordinated actions the moment a threat is confirmed: locking doors, sounding alarms, pushing mobile alerts, engaging displays and notifying police.
Choose UL-certified professional monitoring or human-in-the-loop review within your own security operations center to confirm alerts before response.
Delivers detailed real-time alerts with time, location and imagery across mobile, desktop and on-premise displays, built on long-standing emergency notification expertise.
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.
AI dash cameras and fleet safety intelligence that coach drivers in the moment
AI dash cameras and fleet safety intelligence that coach drivers in the moment
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.
See your enterprise the way attackers do — observe, understand, signal, and respond at AI speed
See your enterprise the way attackers do — observe, understand, signal, and respond at AI speed
Free / Open-sourceFree cloud remote access and AI print-failure detection for 3D printers
Free / Open-sourceFree cloud remote access and AI print-failure detection for 3D printers
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.
AI-powered cloud DLP and security awareness training for SaaS environments
AI-powered cloud DLP and security awareness training for SaaS environments
