Why use pip over easy_install?

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A tweet reads:

Don"t use easy_install, unless you like stabbing yourself in the face. Use pip.

Why use pip over easy_install? Doesn"t the fault lie with PyPI and package authors mostly? If an author uploads crap source tarball (eg: missing files, no setup.py) to PyPI, then both pip and easy_install will fail. Other than cosmetic differences, why do Python people (like in the above tweet) seem to strongly favor pip over easy_install?

(Let"s assume that we"re talking about easy_install from the Distribute package, that is maintained by the community)

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