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Boot time variance between two high-end rigs

I have two computers that I use for my primary desktops. One I built in July of 2018. The other I built in April of 2019.

System 1

Intel i7 8700K 4.3Ghz CPU
ASUS ROG Strix Z370-E Motherboard
Corsair Carbide 600Q inverse Case
Corsair H115i Pro CPU Cooler
Corsair HX750i Power Supply
G.Skill Ripjaws V DD4 32G RAM
Samsung 960 Pro 512G NVMe drive
Western Digital 2TB Black Hard drive
EVGA GTX 1080ti FTW3 GPU
NZXT internal USB USB Hub
Netgear A7000 wireless External wireless adapter

System 2

AMD Ryzen 2 2700 4.1Ghz CPU
ASUS ROG STRIX B450-F Motherboard
Corsair Carbide 100R Case
AMD Wraith Prism CPU Cooler
EVGA 500W Power Supply
EVGA DDR4 2400 16G RAM
Crucial P1 1TB NVMe drive
ASUS GTX 1060 3G GPU
Netgear A7000 wireless External wireless adapter

Results

Systems were both rebooted 10 times with Windows 10 Pro with the latest updates installed. The times were averaged.

System 1 reboots in 23.47 seconds

System 2 reboots in 36.59 seconds