It's what you'd expect, in fact. The state of California (if my back of envelope calculations are correct) uses in total about 66 cubic kilometres of water each year.
If you produced California's entire water supply by desalination, this would be akin to removing 1/10,000,000 of the Pacific's water every year. It's a miniscule amount, and is of order of magnitude the same as not letting the Colorado reach the ocean.