Pre conditioning, or even just defrosting will use a significant amount of mains electricity.
I guess as the main reason to properly pre condition is to maximise your range they sensibly not to use the battery. Unfortunately any HVAC operation seems to prioritise taking power from mains, even if the reason is for comfort and practicality rather than range.
So defrosting your car before work is likely to be quite expensive if it’s a regular thing, and not forgetting carbon use/green energy % that is often not great in the mornings.