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

Lunit records 29,181 monthly visits with -12.8% month-over-month growth and Contact for Pricing pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.

Medical AI for earlier cancer detection and precision oncology
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | lunit.io | ultralytics.com |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 29.18K (29,181) | 793.42K (793,423) |
| MoM Traffic Delta |
| -4.3K (-12.8%) |
| +63.49K (+8.7%) |
| Primary Market & Share | 🇰🇷 South Korea (58.4%) | 🇨🇳 China (15.2%) |
|---|
| Direct Visits / mo | 8.31K | 239.75K |
|---|
| User Rating | 4.6 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

Medical AI for earlier cancer detection and precision oncology
Deep-learning analysis of 2D and 3D mammography that marks suspicious lesions to help radiologists detect breast cancer earlier and reduce missed findings.
Chest X-ray analysis that highlights potential abnormalities such as nodules and other findings, supporting faster triage in high-volume radiology workflows.
Tumor microenvironment analysis that quantifies tumor-infiltrating lymphocytes and immune phenotypes from pathology slides, informing immunotherapy research.
AI-assisted immunohistochemistry quantification covering HER2, PD-L1, and other markers, including uIHC and a gene-expression prediction tool for standardized scoring.

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.


SpecialistEnterprise-grade labeling and data curation platform for complex computer vision training pipelines.
#2
Free / Open-sourceFree AI skin and mole scanning with optional dermatologist review
#3FDA-cleared dental AI for diagnostics, imaging, and insurance workflow
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.

SpecialistFDA-cleared dental AI for sharper diagnosis and a smoother front office

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


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

Free / Open-sourceGenerative AI for medical and everyday health questions

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 analysis that turns X-rays, CT scans, MRI and ultrasound into plain-language reports
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-sourceFree AI skin and mole scanning with optional dermatologist review
FDA-cleared dental AI for diagnostics, imaging, and insurance workflow
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.
SpecialistFDA-cleared dental AI for sharper diagnosis and a smoother front office
Free / Open-sourceOpen-source self-hosted NVR optimized for running real-time local object detection on security feeds.
Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.
Free / Open-sourceGenerative AI for medical and everyday health questions
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 analysis that turns X-rays, CT scans, MRI and ultrasound into plain-language reports