SciPy and NumPy are powerful libraries focused on numerical computation and scientific programming, making them ideal for data-heavy tasks. wxMaxima, on the other hand, is tailored for symbolic mathematics and provides a user-friendly interface for mathematical manipulation, making it more suitable for educational purposes.