What is difference between efficiency and performance?

Efficiency is like a ratio. The higher the efficiency the less you have to put in or the more you get out. Performance is just how fast or how much it can make of something.

A hybrid car has a high efficiency because you get more mileage than say a muscle car, but the muscle car has higher performance because it goes faster and has more power.