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There is now a button under the difficulty option which opens a window where you can see the difference between the difficulties if you want.
It makes easier to find the best difficulty for you.
You can display the parameter:
Health
Damage
Zombie amount (monsters per level)
In Health and Damage, you can switch between the different enemies (monsters) and display their own parameters.