After quickly reading the info on the front page I didn't see a direct comparison with other distributed key-value stores. Could anyone point to a comparison? (sorry if I've missed it)

I think membase is analogous to redis (HD-backed memcached), but unlike redis it distributes the data across multiple physical nodes. AFAIK Redis needs the DB to fit on a single disk.