Let's put it this way: find me a peer reviewed article comparing LED to HID.
I'll wait......
By itself the lack of anything like that is of course not proof. But, it sure is suggestive. The free online magazine Maximum Yield has been touting LED about every month for the last couple of years yet they have yet to produce any side by side studies. Readers write in "where are the studies". You get a lot of hemming and hawing. They are coming Real Soon Now.
The behavior of growers performing illegal acts is not convincing. Their profit margins are off the charts, and can afford to do things to reduce their crime detection footprint. People like me, who do not grow illegal substances, need to look to the science. I have yet to see an article that didn't read like breathless ad copy. When Howard Resh starts writing about LED as being better than HID, I'll start listening. Until then, it's MH and HPS for me.
edit: for example, here's a link for a well regarded LED grow light being used at NASA:
https://www.facebook.com/media/set/?set=a.169375066457203.42346.151110068283703 On the face of it, it is quite compelling. But, NASA is replacing a few thousand $ of HID lights for $10,0000 worth of LED lights. At my energy rates, it would take 3 years for those LED lights to break even. Plus, this is a chamber specifically designed for high light experiments - they have constraints that a greenhouse doesn't. And, of course, there is no grow data yet, just "hey, we are saving watts and heat". I regard it as interesting, but I'm not going to run out and drop a few thousand K on lights with no real data yet. Given that LED grow lights have been touted since 2008 or so, and we still have no data, color me somewhat skeptical. I have no doubt they have use in very specialized circumstances like NASA experiments, or in law enforcement evasion, but to grow my Hatch chili plants, basil and such? Naw. Not yet.