Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.
Free / Open-sourceProvides an all-in-one ecosystem for dataset annotation, model training, and edge deployment.
Ultimaps records 151,723 monthly visits with -11.3% month-over-month growth and Freemium pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.
Turn spreadsheet data into custom choropleth maps and interactive embeds
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | ultimaps.com | ultralytics.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 151.72K (151,723) | 793.42K (793,423) |
| MoM Traffic Delta | -19.27K (-11.3%) | +63.49K (+8.7%) |
| Primary Market & Share | 🇺🇸 United States (45.7%) | 🇨🇳 China (15.2%) |
| Direct Visits / mo | 20.28K | 239.75K |
| User Rating | 4.4 | 4.6 |
| Supported Platforms | Website | Website |
Turn spreadsheet data into custom choropleth maps and interactive embeds
Choose from world, continent, country, US state, county and ZIP code maps, each divided into regions you can color individually.
Paste from Excel, upload CSV, connect Google Sheets or Notion, or type a prompt like "color states by population" and let the AI map it.
Smart color scaling picks palettes and breakpoints for your dataset and generates a matching legend without manual configuration.
Publish a live map with tooltips, popups, click-through links, pan and zoom, then embed it via one line of code or by pasting the link into Notion, WordPress, Ghost or Substack.

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.
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.
SpecialistEnterprise-grade labeling and data curation platform for complex computer vision training pipelines.
SpecialistOffers powerful AI data analysis and charting from spreadsheets, but lacks dedicated geographic map rendering features.
SpecialistOffers powerful AI data analysis and charting from spreadsheets, but lacks dedicated geographic map rendering features.
SpecialistProvides advanced multimodal dataset curation and annotation tools specifically for computer vision teams.
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 self-hosted NVR optimized for running real-time local object detection on security feeds.

SpecialistOne live indoor map for wayfinding, operations and security
SpecialistOne live indoor map for wayfinding, operations and security

Free / Open-sourceOpen-source labeling tool with extensible support for custom computer vision annotation tasks.
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.
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.
SpecialistFocuses on prompt-based rapid assembly of end-to-end enterprise computer vision applications.

SpecialistTransforms raw spreadsheets into presentation-ready charts and visual insights, but does not build geographic maps.
SpecialistTurns spreadsheets into interactive charts and diagrams quickly, but lacks mapping and spatial data visualization features.
SpecialistTurns spreadsheets into interactive charts and diagrams quickly, but lacks mapping and spatial data visualization features.

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