Frigate
FreemiumOpen source NVR with local real-time AI object detection for IP cameras.
By Tanmay Verma, Founder · Last verified 03 Jul 2026
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Added 6d ago
77/100Safe BetIn short
Frigate — Open source NVR with local real-time AI object detection for IP cameras. Best for Privacy-focused home automation enthusiasts, Users wanting to eliminate cloud dependency for security cameras, Home Assistant power users who want deep camera integration. Free to use.
Is Frigate actually worth it?
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Editorial Verdict
Best for
Privacy-focused home automation enthusiastsUsers wanting to eliminate cloud dependency for security camerasHome Assistant power users who want deep camera integrationDIYers comfortable with hardware setup (e.g., Coral TPU)Those needing accurate, local object detection with minimal false positives
Not ideal for
Users wanting a plug-and-play cloud-based NVRPeople without compatible AI accelerator hardwareThose needing camera analytics without self-hostingUsers who prefer managed subscription services over DIY setup
Frigate remains the top pick for self-hosted AI NVRs with unparalleled local processing and Home Assistant integration. It requires some hardware setup, but the privacy and low false positives justify the effort.
Last verified: July 2026
What independent users actually report about Frigate
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
53 mentions across 4 sources (Hacker News, App Store, GitHub, Lemmy).
75% positive25% critical
Recurring strengths
- +100+ detections per second with Coral TPU support.
- +Zero cloud dependency: all processing happens locally.
- +Deep Home Assistant integration via MQTT and media browser.
- +Low false-positive rate compared to motion-only NVRs.
- +Works with any RTSP IP camera, avoiding vendor lock-in.
Recurring frustrations
- −Steep learning curve: Docker, VLANs, and Coral setup required.
- −Recorded segments skip or lag under load.
- −Docker host can freeze entirely with Coral TPU.
- −Camera count limits without multiple accelerators.
- −Hardware acceleration setup is poorly documented.
Patterns worth knowing
Excellent local AI detection with low false positives
Seen on Hacker News, Lemmy
Stability issues: host freezes and recording skips
Seen on GitHub
Steep initial setup but rewarding after configuration
Seen on Hacker News, App Store
Learning curve
advancedProductive in ~A few hours to days
Hidden costs people mention
- • Google Coral TPU ($40-100)
- • Powerful server hardware (Intel CPU or GPU)
- • NAS for video storage
Viability Score
77/100
Safe BetHow likely is Frigate to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
momentum
55
funding runway
80
website health
90
wrapper dependency
100
Last calculated: July 2026
How we score →Key Features
- Real-time local object detection using AI accelerators
- 100+ detections per second with supported hardware
- Customizable zones for event triggering
- Low false-positive rate compared to motion-only NVRs
- Integration with Home Assistant media browser
- Low latency camera entities in Home Assistant
- Real-time sensors and switches for automations
- MQTT support for external platforms
- Recording and snapshot retention management
- Open source with no cloud dependency
- Frigate+ subscription for custom models
- Supports multiple camera streams simultaneously
- Reduces hours of false detection review
About Frigate
FreemiumIntermediateAPI availableWeb · Plugin · CLI
Frigate is an open source network video recorder (NVR) built around real-time AI object detection. All processing is performed locally on your own hardware, ensuring camera footage never leaves your home. Designed for privacy-focused home automation enthusiasts, Frigate uses supported AI accelerators (like Google Coral) to run 100+ object detections per second, slashing false positives from simple motion detection. It tracks objects in real-time across customizable zones, triggering events when a person approaches a door or a car enters a driveway. Frigate integrates deeply with Home Assistant and other platforms via MQTT, providing low-latency camera entities, sensors, and switches for automations. Unlike cloud-dependent solutions, Frigate keeps all analysis on-premise, giving users complete control while maintaining high detection accuracy with optional custom models via Frigate+ subscription. Ideal for those wanting a secure, self-hosted, and highly customizable camera system.
Behind the Verdict
Frigate isn't for everyone, but if you want local, private, and real-time AI object detection for your IP cameras, it's the best open source option. The core strength is using a Coral TPU to push 100+ detections per second, which virtually eliminates false alarms from motion-only systems. Setup involves more than just software—you need compatible hardware (e.g., a Coral USB accelerator) and comfort with Docker and YAML configuration. If you're a Home Assistant power user, the integration is seamless: Frigate exposes camera feeds, motion sensors, and person/vehicle events as Home Assistant entities, enabling complex automations like turning on lights when someone approaches. The Frigate+ subscription adds custom models fine-tuned for your cameras, but the free version already includes robust detection with default models. Compared to cloud-based NVRs like Ring or Google Nest, Frigate offers full privacy and no monthly fees, but lacks the plug-and-play ease. For users who just want a simple cloud camera, stick with a commercial product. For DIY enthusiasts who prioritize privacy and customization, Frigate is unmatched.
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Use Cases
- Notify when a person approaches your front door, ignoring wind-blown branches.
- Alert only when a car enters your driveway, not when shadows move.
- Trigger lights based on animal detections in the backyard.
- Integrate real-time camera events into Home Assistant automations.
- Record continuous or event-based footage without cloud upload.
- Reduce storage usage by recording only when objects of interest appear.
Limitations
- Frigate's performance heavily depends on hardware; without a supported AI accelerator like Google Coral, object detection rate drops significantly.
- Setup requires technical knowledge of Docker, Linux, and network camera configuration.
- The free tier uses generic models; custom models require a Frigate+ subscription and are trained on user-contributed data.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Integrations
Home AssistantOpenHabNodeRedMQTT
Resources & Guides
Frequently Asked Questions
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