but its performance is hidebound by the time it takes for Python to create a list, and for NumPy to convert that list into an array. By contrast, we can do the same thing far more efficiently ...

But Cython can also be used to incrementally accelerate Python functions, chiefly ones that perform math. The downside is ... For instance, one could create a list that only accepts integers.