In reply to Rog Wilko:
Type of computer will make a big difference here. Laptops are generally going to be better at low power states than desktops. And different operating systems have different versions of "sleep".
But in general, sleep will still be using some power, almost certainly more than shutting down and starting up again later unless you're talking about very brief intervals.
If you want to retain open documents etc. without using any power there's often an option called "hibernate", which writes the contents of the memory to disk and then shuts down altogether. Then reads the memory back from disk when you power on again. That won't use any power at all but still has some of the advantages of sleep. Sometimes you have to enable this option in power management settings or similar. Or it might have a different name.
Edit: Sorry, missed that you had specified desktop not laptop. But the rest of my answer still makes sense, hopefully. Exact power consumption in sleep will still depend on various components in the desktop. The most precise option would be to buy an energy-monitoring plug. Quite interesting for various appliances.
Post edited at 12:32