Well wiz9,
WEI tool is NOT removed from Windows 8.1. It's still available. Only its GUI version and of course, it's option from Control Panel is removed. It's files still exist. And if you really want to run it, you have the enter the following commands in an Elevated Command Prompt:
Winsat formal
However, after a hardware upgrade or anything else, you can re-run the WEI by writing in an Elevated Command Prompt:
Winsat formal -restart
Well, where are the final assessment files to see the score?
Head on the directory C:\Windows\Performance\WinSat\DataStore . Now open the file <date.time>.Formal.Assessment (Initial).WinSAT.xml.
The file will open in your default browser. Navigate down to see your score (under <WinSpr>).
The process is rather complicate but there are other 3rd Party tools available to simplify the task (such as Chris PC WEI tool).
ALRIGHT, WHY THIS WEI WAS MADE HIDDEN???
Ever since the Vista days, Windows provided a “Windows Experience Index” score in your My Computer properties. The WEI score was supposed to be a numerical indicator of your PC’s brawn. Powerful PCs received higher scores, and so on.
Unfortunately, the WEI’s scoring criteria weren’t well known, and it placed odd, seemingly artificial caps on the highest possible scores. (Windows 7's cap was 7.9, while Vista’s was 5.9.) Whether for these or other reasons, the WEI never seemed to catch on, and it’s nowhere to be found in Windows 8.1.