I'm not able to discuss this topic using the tools of mathematics and the latest results of astrophysics, even if I have a Master of Science level University degree in Technical Physics - from long time ago. To me the idea of multiple universes sounds good if we base our thinking on infinity. I have the kind of thoughts found below. It probably is so that many others have been thinking something like this also, including true scientist in their scientific work, it would be nice to learn more about the topic.
There is an infinite number of infinite universes in an infinite space. We know that there can be two "sizes" of infinity (all integers, all real numbers) as discussed in Cantor's continuum hypothesis.
As a special case, one of the universes is totally empty.
The other universes have an infinite number of possibilities for anything at all to exist.
Time is infinite both towards past and towards future.
We can pick any time (past, now, future) and find an infinite number of universes in a random set of states.
There was not just one Big Bang, but Big Bangs are happening all the time, due to collisions of universes. What a collision exactly would mean I have no tools to describe, I just imagine a collision.
The broken symmetry is explained by random collisions with matter of different universes in random states.
Dark matter and dark energy (and the Pioneer anomaly) is explained by gravity of other universes.
The accelerating expansion of a universe is explained by gravity of other universes.
Since there is an infinite way of arrangements in a universe, there is an infinite amount of life forms.
Even if life forms are infinite, there are a lot more arrangements with no life.
Locally (by time and space) it is unlikely to find life in more than just one place. This is why we have not so far found extra-terrestrial life.