The verdict

Plex
Intel Arc Pro B50 transcodes more streams (~20 vs ~12).
Local AI
Intel Arc Pro B50 has more VRAM (16GB vs 8GB) - up to ~20B (Q4).
Fit
Intel Arc Pro B50 is easier to add to a mini-PC (low-profile PCIe).

Which wins for each job

Job Intel Arc Pro B50 Nvidia RTX 3070
Plex transcode ~20 streams win ~12 streams
Frigate NVR ~25 cameras ~25 cameras
Local LLM 16GB VRAM win 8GB VRAM
Fits a mini-PC low-profile PCIe win 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 Pro B50 Nvidia RTX 3070
Price (list) $349 $380
Type gpu gpu
Interface pcie pcie
Transcode H.264/HEVC/AV1/VP9 (Xe2 media) H.264/HEVC (NVENC Ampere)
Frigate detector OpenVINO TensorRT
TOPS - -
VRAM (GB) 16 8
Low profile yes no
GPU sharing sr-iov -
Power (W) 70 220