Sold out on Newegg and Amazon too, as far as I can tell. Looks like AMD did not quite expect this kind of uptake on what is now their "top of the line but reasonably priced" CPU.
The 3950X sold out in seconds on Amazon and Newegg, I was watching all morning and I've read the reports from the people who were able to purchase one.