Not all calories are equal.
I can lose weight having 1500 cals of low carb/keto - so I must be in deficit?
I lost 6 pounds in 5 days eating mostly fat, 2312 cals a day. One pound went back on shortly afterwards, so I'm guessing that was water, but the other 5 stayed off for a few months...