Earlier quoted context omitted.
> repeat the experiment 100 billion times and you might see 1+ billion different solutions You won't, though. There has been some excellent research on this done by amongst others Burmeister and Meyer in the Lenski group. Evolution is 'channelled' into certain solutions by its previous history and the process of co-evolving with other species.
That simply means some solutions are more probable than others, but there is a very long tail. Or at least as extrapolated from computer simulations.
For example: on of the papers by the Lenski labs show that the lambda phage evolves a certain defense mechanism very reliably in duplicated studies, despite it requiring several very specific mutations.