If the motherboard SB LED lights up, the power supply is almost certainly working.
If this is the LED that is always illuminated even if the case power switch is off, not true.
That only shows that one small part of the PSU, the standby power supply, is working. It has nothing to do with the main section of the PSU that provides operating power to the computer.