Benchmarking results show Nvidia GPUs can perform hardware-accelerated video transcoding on Raspberry Pi 5, though PCIe bandwidth limitations significantly impact performance compared to desktop PCs. A Pi with RTX 4070 Ti achieved 30 fps on 4K transcoding versus 169 fps on a full desktop system. Despite bandwidth constraints, the setup handles real-world Jellyfin streaming workloads effectively, transcoding multiple simultaneous streams at 100-130W total system power draw. The Pi's single PCIe Gen 3 lane limits NVENC throughput to ~800 MB/sec versus 2 GB/sec on desktop, but remains viable for home media server use cases.
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