You have to think about the span of time that evolution occurs. Evasive species have been around for as long as humans have been crossing oceans, which is only a few centuries.
Evolution happens over tens of thousands to millions of years. The problem with an evasive species is they evolved in a completely different ecosystem so the normal back and forth of species evolving in the food chain is interrupted. Most would-be evasive species are ill-equipped for the environment they are brought to an die off immediately. The evasive species we know of are the rare anomalies whose traits allow them to outcompete outcompete other predators and decimate the food chain. It’s possible that over tens of thousands of years, the ecosystem would adapt to these species but in other cases, the change is so abrupt that the evasive species effectively wipes out the ecosystem. Again, this has occurred over the course of decades or centuries. Meaningful evolution generally takes millennia.
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