An evidence is anything plain and clear that you can see, read, experience, which is used to prove that something else is true or exists. An evidence serves as a tool for confirmation or verification of a proposition or belief.
Exhaustion is a state of being extremely tired both physically and mentally. It is also used to refer to when something has been used up. In other words, exhaustion can occur when you have used up your energy.