You have not run COB or good LED have you?
LED and COB beats HPS watt for watt regardless of medium.
There are tons of grow jounrlas around here.
To get more specific, COB products more Umol ( Par) per watt than HPS, which then increases growth and yield.
HPS is dead at this point. Still good at...