Not in my experience. Have had one for several years, switch it on when I need and turn off for weeks at a time. Runs perfectly and total cost of ownership is already lower than the mid-range pro HP printer I had before.

Also laser printers draw a lot of power constantly, you may be confused here. The toner needs to be kept warm.