All my WD and Seagate drives have failed within two years of use. Call me the luckiest.
Most ofther file-servers have a front-facing drive caddy, that usually has LEDs on the front to indicate disk access or errors. This is great because you can walk into the datacenter, and SEE which disk has failed. With the backBlaze system you can get /dev/DriveID but not know where in the array that particular disk is.
Second to that, you probably don't want to go single-source for your drives -- maybe use Hitachi with a mix of WD.
Can you explain why not?
Could also be caused by bad grease, or shoddy bearings, or pretty much anything.
There is security in diversity.