According to the documentation, it is discouraged for vague reasons: http://docs.scipy.org/doc/numpy/reference/generated/numpy.testing.assert_almost_equal.html

The use cases the docs define fit exactly what I want to do. Playing with the relative tolerance and trying to get the same effect would just obscure the code.