Mine has always been adapting and evolving, as I’ve been moving a lot in recent years.
The LED array for the aquarium was a 6’ heatsink with 12 Cree XM-L diodes on stars, with 40 degree optics so that I could hang it well above the aquarium, and keep the light on the glass less intense. They’re connected in series for wiring simplicity. I have looked recently and I’m having difficulty finding the correct part number for what I ended up with, but they are more into the blue spectrum, as that’s what I liked over the aquarium at the time. I was originally driving them with an inventronics 2.1A constant current driver, but have since upgraded to a Meanwell HLG driver that runs them up to the full 3A. I’ll only really be using that when I’m needing the extra capacity as the system will run more efficiently at 50-66% capacity. I used to dim it on and off over a few hours to mimic sunrise and sunset… just because I thought it was a neat effect. At this same time I grew peppers and herbs through the winter in my basement with a 400 watt HPS.
When I was down in Cap Hill in Denver my apartment had a massive wall of windows that faced 16th street to the north so I ran both lights in there to supplement the indirect sunlight, and in winter I’d insulate the windows and grow strictly under artificial light (both in the same space).
Now that I’m back in a house, I’ve got the LED array up in my office and I’m growing food herbs, peppers, succulents, and houseplants that my fiancee likes ( Monstera Deliciosa, Rubber Tree, etc.) under that same array with the HLG driver. I have had a lot of luck, but I see some things that almost refuse to grow under it (these are few and far between and could be coincidental), things like the S.O.'s Chinese money plant… it just sort of… froze, there was zero regression but zero progress. Those appear to do better on the window sill.
My cannabis is in a tent in the basement, it is growing with the 400watt HID as that’s what I have at the moment, the new LED fixture will replace it, and I’ll be using something like a Vero 29, Cree 3590 in that build. Hopefully that’s in the spring, but I’m also saving for a wedding, so I might jump to a cheap 600-1000 watt HID fixture in the mean time, we’ll just see how that all pans out. A PAR meter is on the docket for me as well, but I always have a hard time pulling the trigger on that as a more hobbyist gardener.
FWIW, lights are not at all what I do professionally, it’s just something I have a general interest in, and I enjoy building things.
My experience is that both work very well, but given the choice, I’m pursuing LED.
EDIT, A few pictures of my office setup. Getting some Fish Peppers going currently.