Roboflow: Allows training and deploying custom computer vision models for edge devices, but lacks built-in NVR storage and stream management. Frigate NVR records 216,701 monthly visits with -21.2% month-over-month growth and Freemium pricing. Roboflow records 1,431,204 monthly visits with +6.6% growth and Freemium, Contact for Pricing pricing.
Open-source NVR with real-time local AI object detection
Build, train, and deploy computer vision for the physical world
| Dimension / Metric | | |
|---|---|---|
| Official Domain | frigate.video | roboflow.com |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 216.7K (216,701) | 1.43M (1,431,204) |
| MoM Traffic Delta | -58.21K (-21.2%) | +88.17K (+6.6%) |
| Primary Market & Share | 🇺🇸 United States (42.9%) | 🇺🇸 United States (21.2%) |
| Direct Visits / mo | 80.73K | 676.47K |
| User Rating | 4.6 | 4.6 |
| Supported Platforms | Website | Website |
Open-source NVR with real-time local AI object detection
Frames are analyzed on your own GPU, Coral or similar accelerator, so video never has to be uploaded to a cloud service.
Detections are based on recognized object types instead of raw motion, so shadows and wind stop flooding your alerts.
Define areas within each camera to control exactly when a person or vehicle triggers a notification.
Camera feeds, sensors and switches appear natively in Home Assistant and other MQTT-based automation systems.
Build, train, and deploy computer vision for the physical world
Label thousands of images in minutes using frontier models and custom filters, then curate datasets for training.
Combine detection, tracking, and logic blocks to orchestrate actions, update databases, and connect to industrial systems.
Run high-speed inference in the cloud or on edge devices, processing live video and images wherever the application lives.
Get into production quickly with an agent that sees the world, understands what is happening, and triggers actions.
SpecialistAutomates video recording and analysis using AI, but is purpose-built for sports rather than general security camera monitoring.
SpecialistAutomates video recording and analysis using AI, but is purpose-built for sports rather than general security camera monitoring.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
SpecialistRun, fine-tune, and deploy machine learning models with one line of code
SpecialistRun, fine-tune, and deploy machine learning models with one line of code
Free / Open-sourceFocuses specifically on the YOLO model family for real-time object detection, whereas Roboflow offers a broader suite of annotation and dataset tools.
Free / Open-sourceFocuses specifically on the YOLO model family for real-time object detection, whereas Roboflow offers a broader suite of annotation and dataset tools.
Provides powerful enterprise data labeling and curation workflows, but lacks Roboflow's built-in model training and edge deployment pipelines.
Provides powerful enterprise data labeling and curation workflows, but lacks Roboflow's built-in model training and edge deployment pipelines.
SpecialistUses edge computer vision for real-time camera monitoring, but is tailored for commercial fleet safety rather than home security.
SpecialistUses edge computer vision for real-time camera monitoring, but is tailored for commercial fleet safety rather than home security.
Combines annotation and data curation for enterprise ML pipelines, but requires more manual setup for edge model deployment.
Combines annotation and data curation for enterprise ML pipelines, but requires more manual setup for edge model deployment.
Strong multimodal data infrastructure for physical AI datasets, though less focused on simple end-user model deployment than Roboflow.
Strong multimodal data infrastructure for physical AI datasets, though less focused on simple end-user model deployment than Roboflow.
Free / Open-sourceA flexible open-source labeling tool you can self-host, but lacks Roboflow's managed cloud infrastructure for training and deployment.
Free / Open-sourceA flexible open-source labeling tool you can self-host, but lacks Roboflow's managed cloud infrastructure for training and deployment.
SpecialistGenerates computer vision applications from prompts, but does not include local NVR recording or home automation integration.
SpecialistGenerates computer vision applications from prompts, but does not include local NVR recording or home automation integration.
SpecialistEdge AI accelerators and vision processors for embedded intelligence
SpecialistAI agents that detect, monitor and inspect anything you can see from the sky
SpecialistAI agents that detect, monitor and inspect anything you can see from the sky
