Math says so -
A RTX 4090 GPU sustained load is ~400 watts. So one of them running SDXL continuously for a day would consume .4kwh * 24 = 9.6 kwh/day.
Exactly. But these LLMs clearly do not use just one GPU. And the datacenters also don't work with off the shelf consumer graphics cards. Those are the H100 etc cards.