The docs note "many used workstation options on eBay that work very well" (docs). These are the iGPU numbers for the chips you'll find in them.
Known issues and gotchas
HD 530 (6th gen) can only run one detector instance (docs).
640 models hammer iGPUs: a 0.18.2 user saw 50.77 ms and 84% iGPU with YOLOv9s 640; a maintainer's fix was "definitely 320x320" (#24688). An i5-14400 user: YOLOv9-s 320 15–20 ms vs 640 ~50 ms (db-164/165).
OpenVINO requires 6th-gen Intel or newer, and Frigate needs AVX+AVX2 (docs).
0.18: Intel GPU stats need kernel 6.5+; 0.18.1 reduced QSV hwaccel CPU usage for high-frame-rate cameras (releases).
The 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.
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When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
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When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
Newsletter coming soonThe signup form appears here as soon as the newsletter embed code is pasted into site.json. Issue #1 is already readable here.
When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
Newsletter coming soonThe signup form appears here as soon as the newsletter embed code is pasted into site.json. Issue #1 is already readable here.
When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
Newsletter coming soonThe signup form appears here as soon as the newsletter embed code is pasted into site.json. Issue #1 is already readable here.
Hosts have no inference numbers of their own; the builds below name it as the host, and their numbers belong to the detector hardware inside. Price not tracked yet, no retailer link listed.
When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
Newsletter coming soonThe signup form appears here as soon as the newsletter embed code is pasted into site.json. Issue #1 is already readable here.
Hosts have no inference numbers of their own; the builds below name it as the host, and their numbers belong to the detector hardware inside. Price not tracked yet, no retailer link listed.
When a tracked price is verified or drops, it goes in the newsletter alongside new benchmarks. No per-device alerts and no tracking: the newsletter is the only list.
Newsletter coming soonThe signup form appears here as soon as the newsletter embed code is pasted into site.json. Issue #1 is already readable here.