Are the purported weaknesses of capitalism genuine problems?

Even supporters of capitalism often say that "capitalism has its weaknesses." What are those claimed weaknesses? Are they genuine problems of capitalism -- or problems with our current mixed economy? What can and should be done about them, if anything? More generally, what's the proper way to identify and compare the strengths and weaknesses of various political and economic systems?