Either way, Intel is soon to release the first 10nm process product, which should provide a significant boost, as long as the architecture can take advantage of it.
For Performance per Watt you can check this article: http://www.pcgameshardware.de/CPU-CPU-154106/Tests/CPU-Test-...
The current Intel top dog against AMD in terms of perf per watt is the Core i3 8300.
As far as yields go, they're constantly improving, and they depend on the processor, so your claim that the yield is 50% is either ignorant or intentionally misleading.
I checked out your link, but all I saw was price per performance numbers, not performance per watt. Price per performance is an important metric for gamers, but not so much for servers, which is Intel's bread and butter. In the server space, performance per watt is what matters. If you have some evidence that AMD has taken the lead in performance per watt, I would love to see it.
[1] https://www.semiwiki.com/forum/content/7191-iedm-2017-intel-...
That was Q4/17. Latest information: https://www.semiaccurate.com/2018/08/02/intel-guts-10nm-to-g...
The 10nm parts due for Q4/19 (!) are 12nm more than 10nm.
The report also mentions the real 10nm yields, 8-10%, targets at 50-60%. I admit that I'm not sure what the current yield on their 12nm is but I would guess it would have to be the target.