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.
PolygrAI records 2,011 monthly visits with -46% month-over-month growth and Freemium pricing. Ultralytics records 793,423 monthly visits with +8.7% growth and Freemium pricing.

AI interview platform that scores, profiles and flags potential deception
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | polygr.ai | ultralytics.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 2.01K (2,011) | 793.42K (793,423) |
| MoM Traffic Delta | -1.71K (-46%) | +63.49K (+8.7%) |
| Primary Market & Share | 🇮🇳 India (100%) | 🇨🇳 China (15.2%) |
| Direct Visits / mo | 787 | 239.75K |
| User Rating | 3.7 | 4.6 |
| Supported Platforms | Website | Website |

AI interview platform that scores, profiles and flags potential deception
Produces AI-driven integrity assessments that highlight potential deception signals across audio, visual, linguistic and behavioural cues.
Set objectives up front and let the platform score and rank responses with commentary, evaluating demonstrated skills and highlighting top matches.
Applies psychometric frameworks to responses to infer motivations, emotional stability, risk appetite and decision-making tendencies.
Generates role-specific questions and distributes interviews in bulk by email or SMS, with recurring schedules and consent management.

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.
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.

An AI recruiter that interviews, verifies, and screens every applicant
An AI recruiter that interviews, verifies, and screens every applicant

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.

Interviews on demand, AI-driven or expert-led

Job-simulation skill assessments for the AI hiring era

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.

One AI-native platform that screens, interviews, and shortlists candidates for employers, jobseekers, and recruiters
One AI-native platform that screens, interviews, and shortlists candidates for employers, jobseekers, and recruiters

AI-native hiring platform with interview intelligence and candidate fraud detection
AI-native hiring platform with interview intelligence and candidate fraud detection