Thank you all for your answers!
@Paperdoc - you made things much clearer for me, thank you for your explanations.
You said the PCIe bus was never designed to provide much power. I have read that a PCIe 1x slot, no matter the PCIe version, can deliver up to 3A at +3.3V (9.9W), 0.5A at +12V...