Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Larridin records 52,560 monthly visits with +45.9% growth and Contact for Pricing pricing.
The environments frontier AI trains on, and the agents that do the recurring work
AI value measurement platform connecting AI spend to real business outcomes
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | larridin.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 762.8K (762,803) | 52.56K (52,560) |
| MoM Traffic Delta | -225.17K (-22.8%) | +16.54K (+45.9%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (23.5%) |
| Direct Visits / mo | 370.02K | 12.68K |
| 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.
AI value measurement platform connecting AI spend to real business outcomes
Unifies token usage, seat licenses and cloud model costs in one spend view, tracing every dollar to a specific team, tool or agent.
Connects what each department spends on AI to the hours it returns, with cost-per-AI-hour comparisons and adoption leaderboards.
Measures engineering output, code quality and delivery performance against AI spend, and evaluates how effectively coding agents help.
Maps repeated work from observed activity and takes automation candidates from identified to automated against a captured baseline.
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.
Free / Open-sourceTurn policies into AI-enforced workflows you can prove
Free / Open-sourceTurn policies into AI-enforced workflows you can prove
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.
Free / Open-sourceAI workforce analytics that turn monitoring data into productivity and cost decisions.
Free / Open-sourceAI workforce analytics that turn monitoring data into productivity and cost decisions.
SpecialistThe control plane for trusted enterprise agents and models
SpecialistThe control plane for trusted enterprise agents and models
Free / Open-sourceAI-powered employee monitoring, productivity and compliance for remote, hybrid and in-office teams.
Free / Open-sourceAI-powered employee monitoring, productivity and compliance for remote, hybrid and in-office teams.
