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.
CTRLpotato records 16,211 monthly visits with +3.9% month-over-month growth and Free Trial, Paid pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.

Real-time AI interview assistant for live interviews and coding screens
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | ctrlpotato.com | ultralytics.com |
| Pricing Model | Free Trial, Paid | Freemium |
| Monthly Visits | 16.21K (16,211) | 793.42K (793,423) |
| MoM Traffic Delta | +611 (+3.9%) | +63.49K (+8.7%) |
| Primary Market & Share | 🇺🇸 United States (57.8%) | 🇨🇳 China (15.2%) |
| Direct Visits / mo | 5.95K | 239.75K |
| User Rating | 3.9 | 4.6 |
| Supported Platforms | Website | Website |

Real-time AI interview assistant for live interviews and coding screens
Grab questions from live microphone audio, highlighted text, or precise screenshots of a full screen or selected region, then send them in a single action.
Stack audio, screenshots, and text snippets like a digital clipboard so multi-part questions are answered together with full context.
Scan a QR code to open a live viewer in your phone browser, read answers and trigger commands remotely while your desktop stays hidden during screen share.
Choose between multiple frontier and open models for speed, deep reasoning, or coding help depending on the round you are facing.

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.

Real-time AI interview copilot that answers while you are still talking
Real-time AI interview copilot that answers while you are still talking

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.

AI interview copilot with real-time answers and automatic debriefs
AI interview copilot with real-time answers and automatic debriefs
Real-time AI copilot for interviews, meetings and coding rounds
Real-time AI copilot for interviews, meetings and coding rounds
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.

Real-time AI interview assistant with a safer dual-device mode
Real-time AI interview assistant with a safer dual-device mode

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.

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.

Real-time, invisible AI interview and coding assistant
Real-time, invisible AI interview and coding assistant

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.