The hardware isn’t super important if you can get a Google Coral TPU. You can run Frigate on a Raspberry Pi that way. Without the TPU, it can be fairly CPU intensive.

I run Frigate on an old laptop and before the TPU it would run really hot. After it runs much cooler.