What happens between energy going in and AI coming out?

Efficiency is shaped across the full stack, from how data centers manage power and heat to cluster design and workload scheduling. In 2025, hardware efficiency measures alone helped Nebius avoid over 100 GWh of electricity, equivalent to the annual electricity use of more than 9,800 US households. Our Head of Sustainability explains the energy behind AI.