The laws of physics impose contraints that will make certain traits common amongst intelligence species and advanced civilizations.
We see a variation of this in convergent evolution across distantly related species (e.g. the evolution of wings).
We see a variation of this in convergent evolution across distantly related species (e.g. the evolution of wings).
But in any case, there will be some commonality in environments across many planets, owing to what environments are the most probable hosts of life, and to the fact that the laws of physics are universal.
Intelligence across species shares common characteristics even between dolphins, apes and birds which all evolved it independently.