Comparison of Matlab, R/S/Splus, Gauss, etc.
Comparison of mathematical programs for data analysis
, Stefan Steinhaus, tech report, 2000.
This is a very detailed comparison of features and speed of several interactive scientific programming environments, e.g. Matlab, Mathematica, Splus.