The cheapest way to move from Washington to California is likely to rent a moving truck and handle the move yourself.
While this can save you some money, keep in mind that a DIY move means you’ll be doing the heavy lifting and driving on your own.
If you don’t want to deal with the hassle of moving, a full-service company, while more expensive, might be the better option.