How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference

Nidhal Jegham, Marwan Abdelatti, Chan Young Koh +2

This paper introduces an infrastructure-aware benchmarking framework for quantifying the environmental footprint of LLM inference across 30 state-of-the-art models in commercial da…