This is an example of argument that I don't like the most about evolution from any point of view. When convenient, evolutionist said that something "wins" in evolution struggle. When necessary, they said there is no such thing called "success".
Where did anyone say that there was no such thing as "success"?
Let me try to explain what "winning" means in evolution. There is a concept called "competitive exclusion" in ecology. It's probably what's happened to poor red squirrels of Britain. Grey squirrels were brought in from North America, and in relatively short time the red squirrels practically disappeared from many grey-infested areas. This is likely a clear case of one species "winning" a struggle - greys very probably drove several red squirrel populations to extinction.
You can't say the same for our arms race with parasitic bacteria. We are still here, so we can obviously keep them at bay. But they keep infecting us, so we don't "win" either.
"Winning" in evolution means replacing a competitor or killing off a prey species (of course, the latter case only counts as "winning" if
you survive their extinction

).
Success is very hard to measure. You could choose all sorts of metrics and I don't think there is a clear best choice.
Number of individuals? Well, you can obviously stuff more small things into a given habitat than big things. Not really a good metric.
Amount of biomass? But biomass tends to decrease as we go up the food chain. Does that make lions less successful than grass?
Size? Mammals grow bigger than most other animals and sit on the top of many food chains. Does that make them more successful than, say, insects, who are by far the most diverse type of animal on earth but rarely end up as top predators?
You could do similar exercises with species diversity, diversity at higher taxonomic levels and probably quite a number of other possible metrics of success. To me it's not at all obvious which one is the best to use, and it also changes with the situation (you can't, say, use geographic range as an indicator for things confined to a small continent isolated from the rest of the world for many million years)
You want biology to be simple and straightforward. Some ideas are, but the sheer complexity of the living world prevents most real situations from being so.
When a goal is needed (to release environmental stress), they said things evolved toward the goal. When the goal could not be identified, they said evolution is not about reaching any goal.
Again, when did we say that things evolved toward a goal? Evolution may show long-term trends that
look goal-oriented (the fish-tetrapod transitional series is a great example, the "goal" being getting on land). These trends arise when there is a long-term pressure for some things to get better at doing X.
I see at least some of these trends as self-reinforcing: once an organism "invents" a rudimentary way of doing X, every step that improves the X ability will be advantageous, and every change that sends a descendant back to a previous state will probably be for the worse (because creatures better at doing X, and creatures good at doing what the X-ers' ancestors did before they started doing X, are still around).*
That doesn't mean there is a "goal". It's just repeated positive feedback from immediate fitness effects.
When attacked from one way, evolution ALWAYS has many ways to escape. But put all cases together, many principles of evolution contradict to one another.
Such as? "
Individual cases are radically different" =/= "
Principles contradict". Only that not all principles are applicable to all scenarios.
Even in that situation, there is still an escape: the processes work to give the most benefit to a life form "at different places (niches) in different time". We have seen all these options in this long thread. The methodology of argument is simply opportunistic and non-sensical.
Do you would think that all different conditions should produce exactly the same effect or what?
Yes, you can make up evolutionary just-so stories. There is a key point about them, though: they are, at least in principle, testable. There are ways to decide if an idea is right, or at least plausible.
For example, one advantage of becoming multicellular may be that you are bigger and harder to eat. You may arrive at this idea contemplating amoebae in the bath tub or in any other random way. But then you can go to a lab and
test it. This particular idea turns out to be a viable possibility: unicellular algae put in the same culture as a unicellular predator evolved into a colonial form in very few generations.**
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*This idea came to me as I wrote this post, so it's fresh and not quite thought through. Feel free to point out problems
**Can get you a paper if you want me to. The original discovery was an accident IIRC, but replicated by proper experiment.