Yes, I can confirm that a 8400GS (including your Gigabyte branded one) draws its power via the motherboard interface, & does not require external/additional power from the PSU to run. G
Surface Pro (2017) vs Surface Pro 4
Where HTML5 is headed next
MacBook Pro v Surface Pro 5
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