Whereas a keg just says "Drink up, there's plenty more".
Either way, I think that having beer in the office is less of a perk and more of a culture indicator. In one easy move you've made the company looked relaxed and friendly. You don't even have to be drinking the beer regularly, just have it available for special occasions or somesuch.
There's no company policy that keeps the fridge stocked; it's something that arose organically from the people that work in this office. Our MTV and NYC offices don't routinely have beer (the MTV office has the empties of the Dark Lord we bring them when we get out there).
A deliberate company policy of keeping the office plied with alcohol sounds to me like another one of those signals that maybe your company's relationship with alcohol is a bit fraught. (But that's easy for me to say; maybe I just like to drink so much that I can't see how fraught my existing relationship with drinking is? Who knows.)