Lots of side by side grows have already been done and in everyone I've seen, the LEDs have come out on top. I started with HPS and switched to LEDs mainly because of the reduced heat. For me it made the difference on being able to grow or not. Temps were hitting 102 in my small space with a 400 watt HPS. Since switching to a 280 watt LED, temps are 85 max.