Guide · Hailo-8L (M.2)
Hailo-8L vs Google Coral for Frigate (2026): Speeds, Prices, Which to Buy
Side-by-side Frigate inference numbers for Hailo-8L and Google Coral (USB, PCIe, M.2), plus why the docs no longer recommend Coral.
last reviewed 2026-10-19
newest Frigate 0.18.2Hardware in this guide: Hailo-8L (M.2) · Raspberry Pi AI HAT+ (Hailo) · Google Coral USB · Google Coral M.2 / PCIe (single Edge TPU) · Google Coral Dual Edge TPU · Google Coral (type not stated)
The Frigate docs now say: "The Coral is no longer recommended for new Frigate installations, except in deployments with particularly low power requirements or hardware incapable of utilizing alternative AI accelerators" (docs). The Hailo-8L is the most common drop-in M.2 alternative. Here are both, side by side, from our data.
Known issues and gotchas
- Coral is still supported, "for as long as practicably possible", and is "still one of the most power-efficient devices" (docs).
- Coral model limits: Coral supports "primarily ssdlite and mobilenet" architectures; Frigate 0.17 added a quantized YOLOv9 for Coral but with only a subset of COCO labels (docs, 0.17.0 notes).
- USB vs PCIe Coral: USB needs no host driver but "lacks the automatic throttling"; PCIe/M.2 need the gasket driver (docs). Community: one post saw ~7 ms PCIe vs ~25 ms USB (db-123/124); a Pi 4 + USB Coral at 55 ms was flagged as abnormal (USB port/cable) (db-122).
- Hailo-8L runs best with tiny/small models; default model is YOLOv6n (~11 ms). YOLOv9-tiny 320 is 18 ms (docs).
- Hailo-10H is not supported — Frigate's Hailo detector only works with Hailo-8 and 8L (maintainer, #24687).
- Coral availability: our price snapshot shows Coral USB MSRP $59.99 with stock delayed and resellers ~$135–167 (verify).
Related
Live numbers for this guide's hardware
Generated from the database at build timeThe text above is written by hand and never contains numbers or prices. Everything below is pulled from builds.json and hardware.json when the site is built, so it stays current without touching the guide.
Hailo-8L (M.2)
AcceleratorHailo
Median inference
11 ms
all models · 3 usable builds
Capacity · estimate
~100 det/s
mobilenet-v1 median 10 ms · 1 detector
Cameras · estimate
24
5 fps · Typical · under 60% (40 before overload)
Price
not tracked yet
retailer link below
BuildSourceModelSpeedCamsFrigatePosted
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Raspberry Pi AI HAT+ (Hailo)
AcceleratorHailo
Median inference
12 ms
all models · 1 usable build
Capacity · estimate
~83 det/s
frigate-default median 12 ms · 1 detector
Cameras · estimate
19
5 fps · Typical · under 60% (33 before overload)
Price
not tracked yet
retailer link below
BuildSourceModelSpeedCamsFrigatePosted
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Google Coral USB
AcceleratorCoral (EdgeTPU)
Median inference
14 ms
all models · 5 usable builds
Capacity · estimate
~71 det/s
frigate-default median 14 ms · 1 detector
Cameras · estimate
17
5 fps · Typical · under 60% (28 before overload)
Price
not tracked yet
retailer link below
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Google Coral M.2 / PCIe (single Edge TPU)
AcceleratorCoral (EdgeTPU)
Median inference
13 ms
all models · 2 usable builds
Capacity · estimate
~143 det/s
frigate-default median 7 ms · 1 detector
Cameras · estimate
34
5 fps · Typical · under 60% (57 before overload)
Price
not tracked yet
retailer link below
BuildSourceModelSpeedCamsFrigatePosted
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Google Coral Dual Edge TPU
AcceleratorCoral (EdgeTPU)
Median inference
6.64 ms
all models · 1 usable build
Capacity · estimate
~151 det/s
frigate-default median 6.64 ms · 1 detector
Cameras · estimate
36
5 fps · Typical · under 60% (60 before overload)
Price
not tracked yet
retailer link below
BuildSourceModelSpeedCamsFrigatePosted
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Google Coral (type not stated)
AcceleratorCoral (EdgeTPU)
Median inference
9.3 ms
all models · 4 usable builds
Capacity · estimate
~158 det/s
frigate-default median 6.34 ms · 1 detector
Cameras · estimate
37
5 fps · Typical · under 60% (63 before overload)
Price
not tracked yet
no retailer link listed
BuildSourceModelSpeedCamsFrigatePosted