Python ecosystem is not even close. I recently switched from Mathematica to Python, and I am going mad from juggling half a dozen packages with overlapping features.

Really wish somebody would make a meta package consisting of numpy, scipy, sympy, sage that removes conflicts and overlaps, and renames all functions with the same naming scheme.