Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.

Schematic records 21,744 monthly visits with -18.2% month-over-month growth and Free Trial pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.

One real-time ledger for metering, credits, pricing and entitlements
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | schematichq.com | ultralytics.com |
| Pricing Model | Free Trial | Freemium |
| Monthly Visits | 21.74K (21,744) | 793.42K (793,423) |
| MoM Traffic Delta |
|---|
| -4.84K (-18.2%) |
| +63.49K (+8.7%) |
| Primary Market & Share | 🇺🇸 United States (33.8%) | 🇨🇳 China (15.2%) |
|---|
| Direct Visits / mo | 8.53K | 239.75K |
|---|
| User Rating | 4.3 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

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.

Real-time vision AI models and a full platform to train, annotate, and deploy them
One model family covering detection, instance segmentation, pose estimation, oriented boxes, classification, and tracking, tuned for real-time inference on GPU, CPU, and edge devices.
Label data with SAM-assisted annotation, train on cloud GPUs with AutoTrain, and deploy to managed regions that scale to zero when idle.
Ship trained models to ONNX, TensorRT, CoreML, TFLite, and many other formats for cloud servers, mobile devices, and embedded hardware.
Adopt the open-source AGPL-3.0 release, or purchase an enterprise license to embed YOLO in closed-source products without copyleft obligations.
Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.

The AI platform for revenue execution

SpecialistEnterprise-grade labeling and data curation platform for complex computer vision training pipelines.
#3Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway

AI no-code builder that turns one sentence into native iOS, Android, and web apps
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.

Free / Open-sourceOpen-source self-hosted NVR optimized for running real-time local object detection on security feeds.


Free / Open-sourceOpen-source data integration engineered for AI agents and analytics

Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.

SpecialistSpecializes in dataset curation, visualization, and quality evaluation for computer vision workflows.

SpecialistFocuses on prompt-based rapid assembly of end-to-end enterprise computer vision applications.

Free / Open-sourceAI-native data orchestration for trustworthy pipelines
Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.
SpecialistEnterprise-grade labeling and data curation platform for complex computer vision training pipelines.
Free / Open-sourceReactive TypeScript backend with database, functions and AI gateway
AI no-code builder that turns one sentence into native iOS, Android, and web apps
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.
Free / Open-sourceOpen-source self-hosted NVR optimized for running real-time local object detection on security feeds.
Free / Open-sourceOpen-source data integration engineered for AI agents and analytics
Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.
SpecialistSpecializes in dataset curation, visualization, and quality evaluation for computer vision workflows.
SpecialistFocuses on prompt-based rapid assembly of end-to-end enterprise computer vision applications.