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

DealMachine records 410,500 monthly visits with +63.1% month-over-month growth and Free Trial, Paid pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.

AI property data, skip tracing and direct mail for real estate investors
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | dealmachine.com | ultralytics.com |
| Pricing Model | Free Trial, Paid | Freemium |
| Monthly Visits | 410.5K (410,500) | 793.42K (793,423) |
| MoM Traffic Delta |
|---|
| +158.76K (+63.1%) |
| +63.49K (+8.7%) |
| Primary Market & Share | 🇺🇸 United States (94.1%) | 🇨🇳 China (15.2%) |
|---|
| Direct Visits / mo | 283.81K | 239.75K |
|---|
| User Rating | 4.3 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|

AI property data, skip tracing and direct mail for real estate investors
One search bar handles address lookups, owner lookups and plain-language list requests across 150M+ properties, 240M+ people and 50M+ company records.
Describe the campaign you want in natural language or upload a CSV, and the AI translates it into a precise property search with 800+ refinements such as equity, vacancy and ownership length.
Append verified phone numbers, emails and 100+ extra data fields to any property or contact list, then export to CSV or deliver it via API.
Tag distressed properties on the go, track routes for teams, capture photos and pull owner details instantly while still in the field.

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
Features robust real estate wholesaling and lead generation tools, but lacks DealMachine's integrated direct mail marketing campaigns.
#3SpecialistProvides 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 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.

Stronger at automated database nurturing and 1-on-1 follow-ups, but lacks comprehensive property record and mapping tools.
SpecialistAI-powered, zero-commission homebuying with a virtual agent

Offers a no-code/low-code cloud pipeline for training and deploying custom vision models.

Free / Open-sourceOpen AI infrastructure platform for managing GPU clusters and shipping models to production
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.
Features robust real estate wholesaling and lead generation tools, but lacks DealMachine's integrated direct mail marketing campaigns.
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 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.
Stronger at automated database nurturing and 1-on-1 follow-ups, but lacks comprehensive property record and mapping tools.
SpecialistAI-powered, zero-commission homebuying with a virtual agent
Offers a no-code/low-code cloud pipeline for training and deploying custom vision models.
Free / Open-sourceOpen AI infrastructure platform for managing GPU clusters and shipping models to production