TokWatt: an open, boundary-annotated database of AI inference energy, from chat answers to agents

English summary

134 estimates from 13 sources harmonised: 0.34 Wh short chat answer, 4.7 Wh reasoning answer, 150 Wh per coding-agent task; 5 production chat estimates agree within 1.8x.