My son used one for his gaming for a while. The argument is they give better tactile feedback, and may be quicker, as TG said this can be a big deal for gaming. They're also supposed to last longer. I tried some out when I bought my PC, and ended up getting a decent Corsair membrane keyboard instead.
The downside is they're noisier, and more expensive. The noise got really annoying.