A review of the LattePanda Sigma, an industrial single-board computer featuring an Intel Core i5-1340P processor, 32 GB LPDDR5 memory, and extensive I/O options including Thunderbolt 4 and dual 2.5GbE ports. The author tests its hardware capabilities and explores GPU inference using the Xe iGPU with llama.cpp.