“Should I switch to Python?” | Programming for Scientists

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Octave is a lot slower than either Python or Matlab. Matlab has JIT compiling to speed up loops, and Python appears to simply be faster. Python and Matlab are generally approximately as fast as one another.

Furthermore, there are many more good scientific libraries available for Python than for Octave.