Brightness is the number buyers compare first and understand least. A higher nit rating looks like a safer purchase, so specifications drift upward until the screen is bright enough for a desert at noon and blinding on a city street after dark.
The real question is not how bright a screen can go, but how bright it needs to be at each hour of the day. Outdoor LED billboard brightness is a range that changes with sunlight, orientation, viewing distance and local rules. Overspend at the top of that range and you pay for it in power, heat and lifespan. Underspend and the content washes out exactly when the audience is largest.
This article explains how to size outdoor LED billboard brightness for daylight, how night-time limits work, and how to avoid buying capability you cannot legally or sensibly use.