Not necessarily. The most common mistake people make about parallel worlds is that because infinite possibilities exist then ALL possibilities must exist.
It's like how there are infinite decimal numbers between 1 and 2, but none of them are 3.
Infinities don't tend to make a lot of intuitive sense when you apply them to the world.