If I’m actively using my desktop, I’d prefer it to be running at full performance. If it’s just sitting idling while I’m out to lunch, sure, power down as much as possible. Different situation to a laptop where you have a tiny battery and thermals to worry about.
The actual overall energy usage while I’m using it is negligible compared to just about anything else. I would use more energy in the day running my stove.