Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Schematic records 21,744 monthly visits with -18.2% growth and Free Trial pricing.
The environments frontier AI trains on, and the agents that do the recurring work
One real-time ledger for metering, credits, pricing and entitlements
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | schematichq.com |
| Pricing Model | Contact for Pricing | Free Trial |
| Monthly Visits | 762.8K (762,803) | 21.74K (21,744) |
| MoM Traffic Delta |
| -225.17K (-22.8%) |
| -4.84K (-18.2%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (33.8%) |
|---|
| Direct Visits / mo | 370.02K | 8.53K |
|---|
| User Rating | 4.4 | 4.3 |
|---|
| 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.
One real-time ledger for metering, credits, pricing and entitlements
Every billable event is counted once and every limit is applied in real time, by company, user or agent, so usage and access never drift apart.
Sell usage as credits with configurable burn rates, rollover percentages, auto top-up thresholds and deadlines on promotional grants.
Define plans, add-ons, trials and feature gates as data, then version a change, preview how it looks to customers, and roll it out without deploying code.
Model seats, pay-as-you-go, tiered overage, pay-in-advance commitments, hard and soft limits, or hybrids in the same engine.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
The AI platform for revenue execution
SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
#3Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
AI no-code builder that turns one sentence into native iOS, Android, and web apps
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.
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceAI-native data orchestration for trustworthy pipelines
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
AI no-code builder that turns one sentence into native iOS, Android, and web apps
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.
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
