The article says that they can achieve an efficiency of 85 %. Which puts them in the ball park of hydro storage or lithium ion batteries. The problem with compressed air storage is that you are fighting with the fundamentals of thermodynamics i.e. compressing and decompressing air. The laws of thermodynamics try to ruin every good idea.