
Energy Use per AI Inference Task: Joules and Watt-Hours
A reproducible 2026 measurement protocol for energy use per AI inference task, covering joules per token, GPU TDP, data center PUE overhead, and benchmark data from Microsoft Research, MLPerf Power, and independent academic studies.