LLM Inference at the Edge: Mobile, NPU, and GPU Performance Efficiency Trade-offs Under Sustained Load. - Pranay Tummalapalli; Sahil Arayakandy; Ritam Pal; Kautuk Kundan (CoRR, 2026)