Scientific Software Review

There are a number of scientific software packages that work and some that don't really serve a purpose, other than to deceive people into thinking they are useful. This forum is for separating the two, listing weaknesses and strengths from direct experience with these packages. Please post reviews of software intended for scientific data analysis, plotting, display, modeling, interaction, statistical analysis, etc. Any branch of science is acceptable so long as the package can be used by that branch. If there is any doubt, please indicate which branches of scientific investigation or engineering are associated with the package.
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