Okay this isn't good, got a 6 port N6005 unit from Topton, plopped my NVMe 970 EVO Plus and two sticks of 16GB Samsung RAM in... and it booted up just fine. Was a bit warm, but temps were still in the 80s.
I then proceeded to Memtest86 and walked away, came back to a unit with the power LED on...