^^^ This.
One thing that helps is I am ~40 minutes from them. I order and select store pickup. Even still, they usually do free shipping over $100.
For anything that I can't get a Toyota cross-reference part number to go (Lexus only parts), I order from Bell Lexus in Scottsdale. Anything...