Hey Mohamed, The correct answer would be ''I would not have guessed it''. This usage is what we call ''Perfect Conditional''. It is as if you said ''(If you had not told me about it) I wouldn't have guessed it!'' Hope that helps!!!

I wouldn't have guessed it. This is perfect conditional.