The verdict

Plex
Intel Arc B580 transcodes more streams (~20 vs ~12).
Local AI
Intel Arc B580 has more VRAM (12GB vs 8GB) - up to ~13B (Q4).

Which wins for each job

Job Intel Arc B580 Nvidia RTX 3050
Plex transcode ~20 streams win ~12 streams
Frigate NVR ~25 cameras ~25 cameras
Local LLM 12GB VRAM win 8GB VRAM
Fits a mini-PC full-size PCIe, DIY build full-size PCIe, DIY build

Approximate - capacity estimates from curated specs, the same logic as the recommender. Verify against your exact setup. Prices move; check the retailer.

Full specs

Spec Intel Arc B580 Nvidia RTX 3050
Price (list) $250 $230
Type gpu gpu
Interface pcie pcie
Transcode H.264/HEVC/AV1 encode (Xe2) H.264/HEVC (NVENC Ampere)
Frigate detector OpenVINO TensorRT
TOPS - -
VRAM (GB) 12 8
Low profile no no
GPU sharing - -
Power (W) 190 130