Pros: cheaper overall, thinner fixture, no heat, wide light spectrum produced, cool visual effects like storms, clouds, etc.
Cons: if they break or don’t work normally means you have to replace the whole unit, heat can be a con if you want warmth at the top, some units can still be pricey dependent on LED quality